Overview
Dataset statistics
| Number of variables | 96 |
|---|---|
| Number of observations | 73125 |
| Missing cells | 5801798 |
| Missing cells (%) | 82.6% |
| Duplicate rows | 983 |
| Duplicate rows (%) | 1.3% |
| Total size in memory | 53.6 MiB |
| Average record size in memory | 768.0 B |
Variable types
| Categorical | 14 |
|---|---|
| Text | 1 |
| DateTime | 1 |
| Numeric | 64 |
| Unsupported | 16 |
latitude has constant value "-26.2041" | Constant |
city has constant value "Johannesburg" | Constant |
| Dataset has 983 (1.3%) duplicate rows | Duplicates |
longitude is highly imbalanced (58.8%) | Imbalance |
sex is highly imbalanced (51.0%) | Imbalance |
race is highly imbalanced (64.3%) | Imbalance |
hiv_positive is highly imbalanced (71.9%) | Imbalance |
on_art is highly imbalanced (56.2%) | Imbalance |
heat_wave_day is highly imbalanced (83.9%) | Imbalance |
heat_stress_category is highly imbalanced (52.1%) | Imbalance |
visit_date has 23540 (32.2%) missing values | Missing |
year has 72237 (98.8%) missing values | Missing |
month has 72237 (98.8%) missing values | Missing |
season has 72237 (98.8%) missing values | Missing |
age_years has 23025 (31.5%) missing values | Missing |
sex has 18421 (25.2%) missing values | Missing |
race has 47197 (64.5%) missing values | Missing |
hiv_status has 2235 (3.1%) missing values | Missing |
hiv_positive has 17257 (23.6%) missing values | Missing |
on_art has 20091 (27.5%) missing values | Missing |
virally_suppressed has 73125 (100.0%) missing values | Missing |
cd4_count has 54285 (74.2%) missing values | Missing |
viral_load has 47507 (65.0%) missing values | Missing |
viral_load_undetectable has 46114 (63.1%) missing values | Missing |
log10_viral_load has 54490 (74.5%) missing values | Missing |
viral_load_wrhi003_category has 73125 (100.0%) missing values | Missing |
hemoglobin has 53329 (72.9%) missing values | Missing |
hematocrit has 55611 (76.0%) missing values | Missing |
rbc_count has 73125 (100.0%) missing values | Missing |
wbc_count has 73125 (100.0%) missing values | Missing |
platelet_count has 73125 (100.0%) missing values | Missing |
mcv has 63684 (87.1%) missing values | Missing |
mch has 64086 (87.6%) missing values | Missing |
mchc has 64086 (87.6%) missing values | Missing |
rdw has 64088 (87.6%) missing values | Missing |
neutrophils_pct has 73125 (100.0%) missing values | Missing |
lymphocytes_pct has 73125 (100.0%) missing values | Missing |
monocytes_pct has 73125 (100.0%) missing values | Missing |
eosinophils_pct has 73125 (100.0%) missing values | Missing |
basophils_pct has 73125 (100.0%) missing values | Missing |
fasting_glucose has 65898 (90.1%) missing values | Missing |
log10_fasting_glucose has 73125 (100.0%) missing values | Missing |
total_cholesterol has 65615 (89.7%) missing values | Missing |
hdl_cholesterol has 65617 (89.7%) missing values | Missing |
ldl_cholesterol has 65641 (89.8%) missing values | Missing |
triglycerides has 66534 (91.0%) missing values | Missing |
creatinine has 65195 (89.2%) missing values | Missing |
creatinine_clearance has 70598 (96.5%) missing values | Missing |
bun has 73125 (100.0%) missing values | Missing |
alt has 62768 (85.8%) missing values | Missing |
ast has 62769 (85.8%) missing values | Missing |
alp has 73125 (100.0%) missing values | Missing |
total_bilirubin has 64078 (87.6%) missing values | Missing |
albumin has 64067 (87.6%) missing values | Missing |
total_protein has 73125 (100.0%) missing values | Missing |
sodium has 64432 (88.1%) missing values | Missing |
potassium has 65017 (88.9%) missing values | Missing |
calcium has 73125 (100.0%) missing values | Missing |
systolic_bp has 34005 (46.5%) missing values | Missing |
diastolic_bp has 34004 (46.5%) missing values | Missing |
heart_rate has 34517 (47.2%) missing values | Missing |
temperature has 73125 (100.0%) missing values | Missing |
respiratory_rate has 48313 (66.1%) missing values | Missing |
oxygen_saturation has 57067 (78.0%) missing values | Missing |
height_m has 72586 (99.3%) missing values | Missing |
weight_kg has 53787 (73.6%) missing values | Missing |
bmi has 64455 (88.1%) missing values | Missing |
waist_circumference has 71558 (97.9%) missing values | Missing |
temp_mean_c has 72237 (98.8%) missing values | Missing |
temp_max_c has 72237 (98.8%) missing values | Missing |
temp_min_c has 72237 (98.8%) missing values | Missing |
temp_range_c has 72237 (98.8%) missing values | Missing |
temp_lag1d has 72237 (98.8%) missing values | Missing |
temp_lag3d has 72237 (98.8%) missing values | Missing |
temp_lag7d has 72237 (98.8%) missing values | Missing |
temp_lag14d has 72237 (98.8%) missing values | Missing |
temp_lag21d has 72237 (98.8%) missing values | Missing |
temp_lag30d has 72237 (98.8%) missing values | Missing |
temp_variability_7d has 72237 (98.8%) missing values | Missing |
temp_variability_30d has 72237 (98.8%) missing values | Missing |
apparent_temp has 72237 (98.8%) missing values | Missing |
temp_anomaly has 72237 (98.8%) missing values | Missing |
heat_wave_day has 72237 (98.8%) missing values | Missing |
heat_stress_category has 72237 (98.8%) missing values | Missing |
fasting_insulin has 71412 (97.7%) missing values | Missing |
hba1c has 72140 (98.7%) missing values | Missing |
hs_crp has 72170 (98.7%) missing values | Missing |
who_glycemic_status has 72144 (98.7%) missing values | Missing |
hip_circumference has 71558 (97.9%) missing values | Missing |
waist_hip_ratio has 71558 (97.9%) missing values | Missing |
total_fat_mass has 71397 (97.6%) missing values | Missing |
total_lean_mass has 71397 (97.6%) missing values | Missing |
body_fat_percent has 71397 (97.6%) missing values | Missing |
android_fat_percent has 72171 (98.7%) missing values | Missing |
fat_mass_index has 72173 (98.7%) missing values | Missing |
asmi has 72173 (98.7%) missing values | Missing |
grip_strength has 71603 (97.9%) missing values | Missing |
epworth_sleepiness_score has 72126 (98.6%) missing values | Missing |
ses_score has 71504 (97.8%) missing values | Missing |
asset_index has 72113 (98.6%) missing values | Missing |
vitamin_d has 72692 (99.4%) missing values | Missing |
waist_hip_ratio is highly skewed (γ1 = 22.78221434) | Skewed |
virally_suppressed is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
viral_load_wrhi003_category is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
rbc_count is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
wbc_count is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
platelet_count is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
neutrophils_pct is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
lymphocytes_pct is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
monocytes_pct is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
eosinophils_pct is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
basophils_pct is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
log10_fasting_glucose is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bun is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
alp is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
total_protein is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
calcium is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
temperature is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
viral_load has 1291 (1.8%) zeros | Zeros |
log10_viral_load has 1210 (1.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-02 16:32:05.881557 |
|---|---|
| Analysis finished | 2025-12-02 16:32:07.203238 |
| Duration | 1.32 second |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
study_source
Categorical
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 571.4 KiB |
| JHB_WRHI_001 | |
|---|---|
| JHB_VIDA_007 | |
| JHB_Aurum_009 | |
| JHB_Ezin_002 | |
| JHB_ACTG_019 | |
| Other values (12) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 12.244732 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | JHB_ACTG_015 |
|---|---|
| 2nd row | JHB_ACTG_015 |
| 3rd row | JHB_ACTG_015 |
| 4th row | JHB_ACTG_015 |
| 5th row | JHB_ACTG_015 |
Common Values
| Value | Count | Frequency (%) |
| JHB_WRHI_001 | 21015 | |
| JHB_VIDA_007 | 15581 | |
| JHB_Aurum_009 | 12575 | |
| JHB_Ezin_002 | 11059 | |
| JHB_ACTG_019 | 2594 | 3.5% |
| JHB_ACTG_015 | 2364 | 3.2% |
| JHB_WRHI_003 | 2235 | 3.1% |
| JHB_SCHARP_006 | 1359 | 1.9% |
| JHB_DPHRU_053 | 1013 | 1.4% |
| JHB_DPHRU_013 | 784 | 1.1% |
| Other values (7) | 2546 | 3.5% |
Length
| Value | Count | Frequency (%) |
| jhb_wrhi_001 | 21015 | |
| jhb_vida_007 | 15581 | |
| jhb_aurum_009 | 12575 | |
| jhb_ezin_002 | 11059 | |
| jhb_actg_019 | 2594 | 3.5% |
| jhb_actg_015 | 2364 | 3.2% |
| jhb_wrhi_003 | 2235 | 3.1% |
| jhb_scharp_006 | 1359 | 1.9% |
| jhb_dphru_053 | 1013 | 1.4% |
| jhb_dphru_013 | 784 | 1.1% |
| Other values (7) | 2546 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| _ | 146250 | |
| 0 | 137902 | |
| H | 99934 | |
| J | 73125 | 8.2% |
| B | 73125 | 8.2% |
| I | 39870 | 4.5% |
| A | 36530 | 4.1% |
| 1 | 27861 | 3.1% |
| R | 26809 | 3.0% |
| u | 25150 | 2.8% |
| Other values (25) | 208840 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 446294 | |
| Decimal Number | 219375 | |
| Connector Punctuation | 146250 | 16.3% |
| Lowercase Letter | 83477 | 9.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 99934 | |
| J | 73125 | |
| B | 73125 | |
| I | 39870 | 8.9% |
| A | 36530 | 8.2% |
| R | 26809 | 6.0% |
| W | 23250 | 5.2% |
| D | 17928 | 4.0% |
| V | 16131 | 3.6% |
| E | 11548 | 2.6% |
| Other values (8) | 28044 | 6.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 137902 | |
| 1 | 27861 | 12.7% |
| 7 | 15601 | 7.1% |
| 9 | 15169 | 6.9% |
| 2 | 11626 | 5.3% |
| 3 | 4032 | 1.8% |
| 5 | 3866 | 1.8% |
| 6 | 2125 | 1.0% |
| 8 | 790 | 0.4% |
| 4 | 403 | 0.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 25150 | |
| r | 12575 | |
| m | 12575 | |
| i | 11059 | |
| n | 11059 | |
| z | 11059 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 146250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 529771 | |
| Common | 365625 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| H | 99934 | |
| J | 73125 | |
| B | 73125 | |
| I | 39870 | 7.5% |
| A | 36530 | 6.9% |
| R | 26809 | 5.1% |
| u | 25150 | 4.7% |
| W | 23250 | 4.4% |
| D | 17928 | 3.4% |
| V | 16131 | 3.0% |
| Other values (14) | 97919 |
Common
| Value | Count | Frequency (%) |
| _ | 146250 | |
| 0 | 137902 | |
| 1 | 27861 | 7.6% |
| 7 | 15601 | 4.3% |
| 9 | 15169 | 4.1% |
| 2 | 11626 | 3.2% |
| 3 | 4032 | 1.1% |
| 5 | 3866 | 1.1% |
| 6 | 2125 | 0.6% |
| 8 | 790 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 895396 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| _ | 146250 | |
| 0 | 137902 | |
| H | 99934 | |
| J | 73125 | 8.2% |
| B | 73125 | 8.2% |
| I | 39870 | 4.5% |
| A | 36530 | 4.1% |
| 1 | 27861 | 3.1% |
| R | 26809 | 3.0% |
| u | 25150 | 2.8% |
| Other values (25) | 208840 |
patient_id
Text
| Distinct | 12804 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 571.4 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 5 |
| Mean length | 8.4818598 |
| Min length | 1 |
Unique
| Unique | 4781 ? |
|---|---|
| Unique (%) | 6.5% |
Sample
| 1st row | 1110060 |
|---|---|
| 2nd row | 1110060 |
| 3rd row | 1110060 |
| 4th row | 1110060 |
| 5th row | 1110060 |
| Value | Count | Frequency (%) |
| wbs | 784 | 1.1% |
| 30027 | 80 | 0.1% |
| 30152 | 48 | 0.1% |
| 10294 | 44 | 0.1% |
| 20372 | 39 | 0.1% |
| 20462 | 38 | 0.1% |
| 30052 | 38 | 0.1% |
| 1110048 | 37 | 0.1% |
| 1110039 | 36 | < 0.1% |
| 206 | 36 | < 0.1% |
| Other values (12638) | 72729 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 113623 | |
| 1 | 93363 | |
| - | 73934 | |
| 9 | 41342 | 6.7% |
| 2 | 39266 | 6.3% |
| 5 | 32748 | 5.3% |
| 7 | 30920 | 5.0% |
| 3 | 28610 | 4.6% |
| 4 | 22265 | 3.6% |
| 6 | 19586 | 3.2% |
| Other values (29) | 124579 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 437923 | |
| Uppercase Letter | 106707 | 17.2% |
| Dash Punctuation | 73934 | 11.9% |
| Connector Punctuation | 888 | 0.1% |
| Space Separator | 784 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 16074 | |
| U | 14703 | 13.8% |
| R | 14698 | 13.8% |
| S | 3952 | 3.7% |
| E | 3929 | 3.7% |
| B | 3601 | 3.4% |
| G | 3153 | 3.0% |
| K | 3132 | 2.9% |
| H | 3124 | 2.9% |
| T | 3116 | 2.9% |
| Other values (16) | 37225 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 113623 | |
| 1 | 93363 | |
| 9 | 41342 | 9.4% |
| 2 | 39266 | 9.0% |
| 5 | 32748 | 7.5% |
| 7 | 30920 | 7.1% |
| 3 | 28610 | 6.5% |
| 4 | 22265 | 5.1% |
| 6 | 19586 | 4.5% |
| 8 | 16200 | 3.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 73934 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 888 |
Space Separator
| Value | Count | Frequency (%) |
| 784 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 513529 | |
| Latin | 106707 | 17.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 16074 | |
| U | 14703 | 13.8% |
| R | 14698 | 13.8% |
| S | 3952 | 3.7% |
| E | 3929 | 3.7% |
| B | 3601 | 3.4% |
| G | 3153 | 3.0% |
| K | 3132 | 2.9% |
| H | 3124 | 2.9% |
| T | 3116 | 2.9% |
| Other values (16) | 37225 |
Common
| Value | Count | Frequency (%) |
| 0 | 113623 | |
| 1 | 93363 | |
| - | 73934 | |
| 9 | 41342 | 8.1% |
| 2 | 39266 | 7.6% |
| 5 | 32748 | 6.4% |
| 7 | 30920 | 6.0% |
| 3 | 28610 | 5.6% |
| 4 | 22265 | 4.3% |
| 6 | 19586 | 3.8% |
| Other values (3) | 17872 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 620236 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 113623 | |
| 1 | 93363 | |
| - | 73934 | |
| 9 | 41342 | 6.7% |
| 2 | 39266 | 6.3% |
| 5 | 32748 | 5.3% |
| 7 | 30920 | 5.0% |
| 3 | 28610 | 4.6% |
| 4 | 22265 | 3.6% |
| 6 | 19586 | 3.2% |
| Other values (29) | 124579 |
visit_date
Date
Missing
| Distinct | 3373 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 23540 |
| Missing (%) | 32.2% |
| Memory size | 571.4 KiB |
| Minimum | 2003-10-20 00:00:00 |
|---|---|
| Maximum | 2021-12-09 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
year
Real number (ℝ)
Missing
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.2646 |
| Minimum | 2003 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 2003 |
|---|---|
| 5-th percentile | 2006 |
| Q1 | 2011 |
| median | 2020 |
| Q3 | 2020 |
| 95-th percentile | 2021 |
| Maximum | 2021 |
| Range | 18 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.3887027 |
|---|---|
| Coefficient of variation (CV) | 0.0026726168 |
| Kurtosis | -0.87532698 |
| Mean | 2016.2646 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.79511657 |
| Sum | 1790443 |
| Variance | 29.038117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2020 | 397 | 0.5% |
| 2011 | 153 | 0.2% |
| 2021 | 153 | 0.2% |
| 2012 | 87 | 0.1% |
| 2006 | 58 | 0.1% |
| 2007 | 20 | < 0.1% |
| 2004 | 15 | < 0.1% |
| 2003 | 5 | < 0.1% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 2003 | 5 | < 0.1% |
| 2004 | 15 | < 0.1% |
| 2006 | 58 | 0.1% |
| 2007 | 20 | < 0.1% |
| 2011 | 153 | 0.2% |
| 2012 | 87 | 0.1% |
| 2020 | 397 | |
| 2021 | 153 | 0.2% |
| Value | Count | Frequency (%) |
| 2021 | 153 | 0.2% |
| 2020 | 397 | |
| 2012 | 87 | 0.1% |
| 2011 | 153 | 0.2% |
| 2007 | 20 | < 0.1% |
| 2006 | 58 | 0.1% |
| 2004 | 15 | < 0.1% |
| 2003 | 5 | < 0.1% |
month
Real number (ℝ)
Missing
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7083333 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.2682203 |
|---|---|
| Coefficient of variation (CV) | 0.39735246 |
| Kurtosis | 0.33389557 |
| Mean | 5.7083333 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.52055179 |
| Sum | 5069 |
| Variance | 5.1448234 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 253 | 0.3% |
| 6 | 158 | 0.2% |
| 4 | 127 | 0.2% |
| 7 | 89 | 0.1% |
| 8 | 49 | 0.1% |
| 10 | 48 | 0.1% |
| 3 | 38 | 0.1% |
| 2 | 37 | 0.1% |
| 11 | 31 | < 0.1% |
| 1 | 27 | < 0.1% |
| Other values (2) | 31 | < 0.1% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 1 | 27 | < 0.1% |
| 2 | 37 | 0.1% |
| 3 | 38 | 0.1% |
| 4 | 127 | |
| 5 | 253 | |
| 6 | 158 | |
| 7 | 89 | 0.1% |
| 8 | 49 | 0.1% |
| 9 | 25 | < 0.1% |
| 10 | 48 | 0.1% |
| Value | Count | Frequency (%) |
| 12 | 6 | < 0.1% |
| 11 | 31 | < 0.1% |
| 10 | 48 | 0.1% |
| 9 | 25 | < 0.1% |
| 8 | 49 | 0.1% |
| 7 | 89 | 0.1% |
| 6 | 158 | |
| 5 | 253 | |
| 4 | 127 | |
| 3 | 38 | 0.1% |
season
Categorical
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Memory size | 571.4 KiB |
| Autumn | |
|---|---|
| Winter | |
| Spring | |
| Summer |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Spring |
|---|---|
| 2nd row | Winter |
| 3rd row | Summer |
| 4th row | Summer |
| 5th row | Summer |
Common Values
| Value | Count | Frequency (%) |
| Autumn | 418 | 0.6% |
| Winter | 296 | 0.4% |
| Spring | 104 | 0.1% |
| Summer | 70 | 0.1% |
| (Missing) | 72237 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| autumn | 418 | |
| winter | 296 | |
| spring | 104 | 11.7% |
| summer | 70 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 906 | |
| n | 818 | |
| t | 714 | |
| m | 558 | |
| r | 470 | |
| A | 418 | |
| i | 400 | |
| e | 366 | |
| W | 296 | 5.6% |
| S | 174 | 3.3% |
| Other values (2) | 208 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4440 | |
| Uppercase Letter | 888 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 906 | |
| n | 818 | |
| t | 714 | |
| m | 558 | |
| r | 470 | |
| i | 400 | |
| e | 366 | |
| p | 104 | 2.3% |
| g | 104 | 2.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 418 | |
| W | 296 | |
| S | 174 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5328 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 906 | |
| n | 818 | |
| t | 714 | |
| m | 558 | |
| r | 470 | |
| A | 418 | |
| i | 400 | |
| e | 366 | |
| W | 296 | 5.6% |
| S | 174 | 3.3% |
| Other values (2) | 208 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5328 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 906 | |
| n | 818 | |
| t | 714 | |
| m | 558 | |
| r | 470 | |
| A | 418 | |
| i | 400 | |
| e | 366 | |
| W | 296 | 5.6% |
| S | 174 | 3.3% |
| Other values (2) | 208 | 3.9% |
latitude
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 571.4 KiB |
| -26.2041 |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -26.2041 |
|---|---|
| 2nd row | -26.2041 |
| 3rd row | -26.2041 |
| 4th row | -26.2041 |
| 5th row | -26.2041 |
Common Values
| Value | Count | Frequency (%) |
| -26.2041 | 73125 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 26.2041 | 73125 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 146250 | |
| - | 73125 | |
| 6 | 73125 | |
| . | 73125 | |
| 0 | 73125 | |
| 4 | 73125 | |
| 1 | 73125 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 438750 | |
| Dash Punctuation | 73125 | 12.5% |
| Other Punctuation | 73125 | 12.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 146250 | |
| 6 | 73125 | |
| 0 | 73125 | |
| 4 | 73125 | |
| 1 | 73125 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 73125 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 73125 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 585000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 146250 | |
| - | 73125 | |
| 6 | 73125 | |
| . | 73125 | |
| 0 | 73125 | |
| 4 | 73125 | |
| 1 | 73125 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 585000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 146250 | |
| - | 73125 | |
| 6 | 73125 | |
| . | 73125 | |
| 0 | 73125 | |
| 4 | 73125 | |
| 1 | 73125 |
longitude
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 571.4 KiB |
| 28.0473 | |
|---|---|
| 27.9394 | 6062 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 27.9394 |
|---|---|
| 2nd row | 27.9394 |
| 3rd row | 27.9394 |
| 4th row | 27.9394 |
| 5th row | 27.9394 |
Common Values
| Value | Count | Frequency (%) |
| 28.0473 | 67063 | |
| 27.9394 | 6062 | 8.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 28.0473 | 67063 | |
| 27.9394 | 6062 | 8.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 73125 | |
| . | 73125 | |
| 4 | 73125 | |
| 7 | 73125 | |
| 3 | 73125 | |
| 8 | 67063 | |
| 0 | 67063 | |
| 9 | 12124 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 438750 | |
| Other Punctuation | 73125 | 14.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 73125 | |
| 4 | 73125 | |
| 7 | 73125 | |
| 3 | 73125 | |
| 8 | 67063 | |
| 0 | 67063 | |
| 9 | 12124 | 2.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 73125 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 511875 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 73125 | |
| . | 73125 | |
| 4 | 73125 | |
| 7 | 73125 | |
| 3 | 73125 | |
| 8 | 67063 | |
| 0 | 67063 | |
| 9 | 12124 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 511875 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 73125 | |
| . | 73125 | |
| 4 | 73125 | |
| 7 | 73125 | |
| 3 | 73125 | |
| 8 | 67063 | |
| 0 | 67063 | |
| 9 | 12124 | 2.4% |
city
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 571.4 KiB |
| Johannesburg |
|---|
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Johannesburg |
|---|---|
| 2nd row | Johannesburg |
| 3rd row | Johannesburg |
| 4th row | Johannesburg |
| 5th row | Johannesburg |
Common Values
| Value | Count | Frequency (%) |
| Johannesburg | 73125 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| johannesburg | 73125 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 146250 | |
| J | 73125 | |
| o | 73125 | |
| h | 73125 | |
| a | 73125 | |
| e | 73125 | |
| s | 73125 | |
| b | 73125 | |
| u | 73125 | |
| r | 73125 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 804375 | |
| Uppercase Letter | 73125 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 146250 | |
| o | 73125 | |
| h | 73125 | |
| a | 73125 | |
| e | 73125 | |
| s | 73125 | |
| b | 73125 | |
| u | 73125 | |
| r | 73125 | |
| g | 73125 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 73125 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 877500 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 146250 | |
| J | 73125 | |
| o | 73125 | |
| h | 73125 | |
| a | 73125 | |
| e | 73125 | |
| s | 73125 | |
| b | 73125 | |
| u | 73125 | |
| r | 73125 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 877500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 146250 | |
| J | 73125 | |
| o | 73125 | |
| h | 73125 | |
| a | 73125 | |
| e | 73125 | |
| s | 73125 | |
| b | 73125 | |
| u | 73125 | |
| r | 73125 |
age_years
Real number (ℝ)
Missing
| Distinct | 741 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 23025 |
| Missing (%) | 31.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.102974 |
| Minimum | 13 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 28 |
| median | 34 |
| Q3 | 41 |
| 95-th percentile | 53 |
| Maximum | 76 |
| Range | 63 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.5751026 |
|---|---|
| Coefficient of variation (CV) | 0.27277183 |
| Kurtosis | -0.021029012 |
| Mean | 35.102974 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.52637056 |
| Sum | 1758659 |
| Variance | 91.682591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33 | 2131 | 2.9% |
| 35 | 2112 | 2.9% |
| 34 | 2085 | 2.9% |
| 30 | 2052 | 2.8% |
| 28 | 1961 | 2.7% |
| 31 | 1944 | 2.7% |
| 26 | 1928 | 2.6% |
| 32 | 1844 | 2.5% |
| 40 | 1775 | 2.4% |
| 37 | 1766 | 2.4% |
| Other values (731) | 30502 | |
| (Missing) | 23025 |
| Value | Count | Frequency (%) |
| 13 | 3 | < 0.1% |
| 14 | 7 | < 0.1% |
| 15 | 18 | < 0.1% |
| 16 | 32 | < 0.1% |
| 17 | 95 | 0.1% |
| 18 | 395 | |
| 18.1 | 1 | < 0.1% |
| 18.8 | 1 | < 0.1% |
| 19 | 592 | |
| 19.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 76 | 5 | < 0.1% |
| 75 | 7 | < 0.1% |
| 74 | 5 | < 0.1% |
| 73 | 5 | < 0.1% |
| 71 | 11 | < 0.1% |
| 69 | 21 | |
| 68 | 11 | < 0.1% |
| 67 | 13 | < 0.1% |
| 66 | 48 | |
| 65 | 10 | < 0.1% |
sex
Categorical
Imbalance Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 18421 |
| Missing (%) | 25.2% |
| Memory size | 571.4 KiB |
| Female | |
|---|---|
| Male | |
| Unknown | 240 |
| Not available | 1 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 5.2887357 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 34885 | |
| Male | 19578 | |
| Unknown | 240 | 0.3% |
| Not available | 1 | < 0.1% |
| (Missing) | 18421 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 34885 | |
| male | 19578 | |
| unknown | 240 | 0.4% |
| not | 1 | < 0.1% |
| available | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 89349 | |
| a | 54466 | |
| l | 54465 | |
| F | 34885 | 12.1% |
| m | 34885 | 12.1% |
| M | 19578 | 6.8% |
| n | 720 | 0.2% |
| o | 241 | 0.1% |
| w | 240 | 0.1% |
| k | 240 | 0.1% |
| Other values (7) | 246 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 234610 | |
| Uppercase Letter | 54704 | 18.9% |
| Space Separator | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 89349 | |
| a | 54466 | |
| l | 54465 | |
| m | 34885 | 14.9% |
| n | 720 | 0.3% |
| o | 241 | 0.1% |
| w | 240 | 0.1% |
| k | 240 | 0.1% |
| t | 1 | < 0.1% |
| v | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 34885 | |
| M | 19578 | |
| U | 240 | 0.4% |
| N | 1 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 289314 | |
| Common | 1 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 89349 | |
| a | 54466 | |
| l | 54465 | |
| F | 34885 | 12.1% |
| m | 34885 | 12.1% |
| M | 19578 | 6.8% |
| n | 720 | 0.2% |
| o | 241 | 0.1% |
| w | 240 | 0.1% |
| k | 240 | 0.1% |
| Other values (6) | 245 | 0.1% |
Common
| Value | Count | Frequency (%) |
| 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 289315 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 89349 | |
| a | 54466 | |
| l | 54465 | |
| F | 34885 | 12.1% |
| m | 34885 | 12.1% |
| M | 19578 | 6.8% |
| n | 720 | 0.2% |
| o | 241 | 0.1% |
| w | 240 | 0.1% |
| k | 240 | 0.1% |
| Other values (7) | 246 | 0.1% |
race
Categorical
Imbalance Missing
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 47197 |
| Missing (%) | 64.5% |
| Memory size | 571.4 KiB |
| African Heritage | |
|---|---|
| Black | |
| Asian | 1951 |
| Caucasian | 301 |
| White | 60 |
| Other values (2) | 112 |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 13.907282 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | African Heritage |
|---|---|
| 2nd row | African Heritage |
| 3rd row | African Heritage |
| 4th row | Asian |
| 5th row | African Heritage |
Common Values
| Value | Count | Frequency (%) |
| African Heritage | 20870 | |
| Black | 2634 | 3.6% |
| Asian | 1951 | 2.7% |
| Caucasian | 301 | 0.4% |
| White | 60 | 0.1% |
| Coloured | 58 | 0.1% |
| Other | 54 | 0.1% |
| (Missing) | 47197 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| african | 20870 | |
| heritage | 20870 | |
| black | 2634 | 5.6% |
| asian | 1951 | 4.2% |
| caucasian | 301 | 0.6% |
| white | 60 | 0.1% |
| coloured | 58 | 0.1% |
| other | 54 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 47228 | |
| i | 44052 | |
| e | 41912 | |
| r | 41852 | |
| c | 23805 | |
| n | 23122 | |
| A | 22821 | |
| t | 20984 | 5.8% |
| f | 20870 | 5.8% |
| g | 20870 | 5.8% |
| Other values (13) | 53072 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 292920 | |
| Uppercase Letter | 46798 | 13.0% |
| Space Separator | 20870 | 5.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 47228 | |
| i | 44052 | |
| e | 41912 | |
| r | 41852 | |
| c | 23805 | |
| n | 23122 | |
| t | 20984 | |
| f | 20870 | |
| g | 20870 | |
| l | 2692 | 0.9% |
| Other values (6) | 5533 | 1.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 22821 | |
| H | 20870 | |
| B | 2634 | 5.6% |
| C | 359 | 0.8% |
| W | 60 | 0.1% |
| O | 54 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 20870 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 339718 | |
| Common | 20870 | 5.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 47228 | |
| i | 44052 | |
| e | 41912 | |
| r | 41852 | |
| c | 23805 | |
| n | 23122 | |
| A | 22821 | |
| t | 20984 | |
| f | 20870 | |
| g | 20870 | |
| Other values (12) | 32202 |
Common
| Value | Count | Frequency (%) |
| 20870 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 360588 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 47228 | |
| i | 44052 | |
| e | 41912 | |
| r | 41852 | |
| c | 23805 | |
| n | 23122 | |
| A | 22821 | |
| t | 20984 | 5.8% |
| f | 20870 | 5.8% |
| g | 20870 | 5.8% |
| Other values (13) | 53072 |
hiv_status
Categorical
Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2235 |
| Missing (%) | 3.1% |
| Memory size | 571.4 KiB |
| Positive | |
|---|---|
| Unknown | |
| Negative | 1359 |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.7688532 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Positive |
|---|---|
| 2nd row | Positive |
| 3rd row | Positive |
| 4th row | Positive |
| 5th row | Positive |
Common Values
| Value | Count | Frequency (%) |
| Positive | 53145 | |
| Unknown | 16386 | 22.4% |
| Negative | 1359 | 1.9% |
| (Missing) | 2235 | 3.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| positive | 53145 | |
| unknown | 16386 | 23.1% |
| negative | 1359 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 107649 | |
| o | 69531 | |
| e | 55863 | |
| t | 54504 | |
| v | 54504 | |
| P | 53145 | |
| s | 53145 | |
| n | 49158 | |
| U | 16386 | 3.0% |
| k | 16386 | 3.0% |
| Other values (4) | 20463 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 479844 | |
| Uppercase Letter | 70890 | 12.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 107649 | |
| o | 69531 | |
| e | 55863 | |
| t | 54504 | |
| v | 54504 | |
| s | 53145 | |
| n | 49158 | |
| k | 16386 | 3.4% |
| w | 16386 | 3.4% |
| g | 1359 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 53145 | |
| U | 16386 | 23.1% |
| N | 1359 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 550734 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 107649 | |
| o | 69531 | |
| e | 55863 | |
| t | 54504 | |
| v | 54504 | |
| P | 53145 | |
| s | 53145 | |
| n | 49158 | |
| U | 16386 | 3.0% |
| k | 16386 | 3.0% |
| Other values (4) | 20463 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 550734 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 107649 | |
| o | 69531 | |
| e | 55863 | |
| t | 54504 | |
| v | 54504 | |
| P | 53145 | |
| s | 53145 | |
| n | 49158 | |
| U | 16386 | 3.0% |
| k | 16386 | 3.0% |
| Other values (4) | 20463 | 3.7% |
hiv_positive
Categorical
Imbalance Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 17257 |
| Missing (%) | 23.6% |
| Memory size | 571.4 KiB |
| 1.0 | |
|---|---|
| 0.0 | 2723 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 53145 | |
| 0.0 | 2723 | 3.7% |
| (Missing) | 17257 | 23.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 53145 | |
| 0.0 | 2723 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 58591 | |
| . | 55868 | |
| 1 | 53145 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111736 | |
| Other Punctuation | 55868 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 58591 | |
| 1 | 53145 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 55868 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 167604 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 58591 | |
| . | 55868 | |
| 1 | 53145 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 167604 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 58591 | |
| . | 55868 | |
| 1 | 53145 |
on_art
Categorical
Imbalance Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 20091 |
| Missing (%) | 27.5% |
| Memory size | 571.4 KiB |
| 1.0 | |
|---|---|
| 0.0 | |
| 8.0 | 8 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 43189 | |
| 0.0 | 9837 | 13.5% |
| 8.0 | 8 | < 0.1% |
| (Missing) | 20091 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 43189 | |
| 0.0 | 9837 | 18.5% |
| 8.0 | 8 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 62871 | |
| . | 53034 | |
| 1 | 43189 | |
| 8 | 8 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 106068 | |
| Other Punctuation | 53034 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 62871 | |
| 1 | 43189 | |
| 8 | 8 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 53034 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 159102 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 62871 | |
| . | 53034 | |
| 1 | 43189 | |
| 8 | 8 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 159102 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 62871 | |
| . | 53034 | |
| 1 | 43189 | |
| 8 | 8 | < 0.1% |
virally_suppressed
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
cd4_count
Real number (ℝ)
Missing
| Distinct | 1153 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 54285 |
| Missing (%) | 74.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 536.75515 |
| Minimum | 0.07 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.07 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 226 |
| median | 340 |
| Q3 | 485 |
| 95-th percentile | 834 |
| Maximum | 9999 |
| Range | 9998.93 |
| Interquartile range (IQR) | 259 |
Descriptive statistics
| Standard deviation | 1275.6569 |
|---|---|
| Coefficient of variation (CV) | 2.3766086 |
| Kurtosis | 49.574306 |
| Mean | 536.75515 |
| Median Absolute Deviation (MAD) | 127 |
| Skewness | 7.0803243 |
| Sum | 10112467 |
| Variance | 1627300.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9999 | 325 | 0.4% |
| 315 | 63 | 0.1% |
| 300 | 56 | 0.1% |
| 323 | 52 | 0.1% |
| 381 | 51 | 0.1% |
| 292 | 50 | 0.1% |
| 329 | 50 | 0.1% |
| 321 | 50 | 0.1% |
| 348 | 50 | 0.1% |
| 350 | 50 | 0.1% |
| Other values (1143) | 18043 | 24.7% |
| (Missing) | 54285 |
| Value | Count | Frequency (%) |
| 0.07 | 1 | < 0.1% |
| 1 | 3 | < 0.1% |
| 2 | 5 | |
| 3 | 4 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 10 | |
| 6 | 7 | |
| 7 | 5 | |
| 8 | 9 | |
| 9 | 10 |
| Value | Count | Frequency (%) |
| 9999 | 325 | |
| 9997 | 1 | < 0.1% |
| 9990 | 1 | < 0.1% |
| 5000 | 1 | < 0.1% |
| 2703 | 1 | < 0.1% |
| 2609 | 2 | < 0.1% |
| 2080 | 1 | < 0.1% |
| 1996 | 1 | < 0.1% |
| 1900 | 1 | < 0.1% |
| 1781 | 1 | < 0.1% |
viral_load
Real number (ℝ)
Missing Zeros
| Distinct | 5061 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 47507 |
| Missing (%) | 65.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1024570.9 |
| Minimum | 0 |
|---|---|
| Maximum | 99999999 |
| Zeros | 1291 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 39 |
| median | 82 |
| Q3 | 986 |
| 95-th percentile | 438001.5 |
| Maximum | 99999999 |
| Range | 99999999 |
| Interquartile range (IQR) | 947 |
Descriptive statistics
| Standard deviation | 7532920.1 |
|---|---|
| Coefficient of variation (CV) | 7.3522679 |
| Kurtosis | 90.767427 |
| Mean | 1024570.9 |
| Median Absolute Deviation (MAD) | 82 |
| Skewness | 9.1388789 |
| Sum | 2.6247459 × 1010 |
| Variance | 5.6744886 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 7909 | 10.8% |
| 400 | 4425 | 6.1% |
| 0 | 1291 | 1.8% |
| 19 | 1235 | 1.7% |
| 1 | 1210 | 1.7% |
| 40 | 252 | 0.3% |
| 750000 | 137 | 0.2% |
| 41 | 41 | 0.1% |
| 48 | 39 | 0.1% |
| 44 | 36 | < 0.1% |
| Other values (5051) | 9043 | 12.4% |
| (Missing) | 47507 |
| Value | Count | Frequency (%) |
| 0 | 1291 | |
| 1 | 1210 | |
| 10 | 5 | < 0.1% |
| 19 | 1235 | |
| 20 | 8 | < 0.1% |
| 21 | 12 | < 0.1% |
| 22 | 25 | < 0.1% |
| 23 | 19 | < 0.1% |
| 24 | 16 | < 0.1% |
| 25 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 99999999 | 4 | < 0.1% |
| 96299000 | 5 | |
| 95900000 | 10 | |
| 95813000 | 5 | |
| 95141000 | 5 | |
| 94025000 | 5 | |
| 94000000 | 5 | |
| 92492000 | 5 | |
| 89991000 | 5 | |
| 85550000 | 5 |
viral_load_undetectable
Categorical
Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 46114 |
| Missing (%) | 63.1% |
| Memory size | 571.4 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 16449 | 22.5% |
| 0.0 | 10562 | 14.4% |
| (Missing) | 46114 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 16449 | |
| 0.0 | 10562 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37573 | |
| . | 27011 | |
| 1 | 16449 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 54022 | |
| Other Punctuation | 27011 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 37573 | |
| 1 | 16449 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 27011 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 81033 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 37573 | |
| . | 27011 | |
| 1 | 16449 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 81033 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 37573 | |
| . | 27011 | |
| 1 | 16449 |
log10_viral_load
Real number (ℝ)
Missing Zeros
| Distinct | 4410 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 54490 |
| Missing (%) | 74.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.489943 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 1210 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.5910646 |
| median | 1.5910646 |
| Q3 | 3.4782777 |
| 95-th percentile | 5.7515601 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1.8872131 |
Descriptive statistics
| Standard deviation | 1.7249255 |
|---|---|
| Coefficient of variation (CV) | 0.69275702 |
| Kurtosis | 0.77422242 |
| Mean | 2.489943 |
| Median Absolute Deviation (MAD) | 0.31231101 |
| Skewness | 1.1693433 |
| Sum | 46400.088 |
| Variance | 2.9753679 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.591064607 | 7909 | 10.8% |
| 1.278753601 | 1235 | 1.7% |
| 0 | 1210 | 1.7% |
| 1.602059991 | 252 | 0.3% |
| 1.612783857 | 41 | 0.1% |
| 1.681241237 | 39 | 0.1% |
| 1.643452676 | 36 | < 0.1% |
| 1.653212514 | 35 | < 0.1% |
| 1.62324929 | 34 | < 0.1% |
| 1.672097858 | 34 | < 0.1% |
| Other values (4400) | 7810 | 10.7% |
| (Missing) | 54490 |
| Value | Count | Frequency (%) |
| 0 | 1210 | |
| 1 | 5 | < 0.1% |
| 1.278753601 | 1235 | |
| 1.301029996 | 8 | < 0.1% |
| 1.322219295 | 12 | < 0.1% |
| 1.342422681 | 25 | < 0.1% |
| 1.361727836 | 19 | < 0.1% |
| 1.380211242 | 16 | < 0.1% |
| 1.397940009 | 10 | < 0.1% |
| 1.414973348 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 7.999999996 | 4 | < 0.1% |
| 7.983621777 | 5 | |
| 7.981818607 | 10 | |
| 7.981424439 | 5 | |
| 7.978367712 | 5 | |
| 7.973243342 | 5 | |
| 7.973127854 | 5 | |
| 7.966104171 | 5 | |
| 7.954199078 | 5 | |
| 7.932220014 | 5 |
viral_load_wrhi003_category
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
hemoglobin
Real number (ℝ)
Missing
| Distinct | 153 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 53329 |
| Missing (%) | 72.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.542158 |
| Minimum | 1.7 |
|---|---|
| Maximum | 153.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 1.7 |
|---|---|
| 5-th percentile | 10.3 |
| Q1 | 12.4 |
| median | 13.6 |
| Q3 | 14.8 |
| 95-th percentile | 16.4 |
| Maximum | 153.2 |
| Range | 151.5 |
| Interquartile range (IQR) | 2.4 |
Descriptive statistics
| Standard deviation | 2.2185121 |
|---|---|
| Coefficient of variation (CV) | 0.16382265 |
| Kurtosis | 1050.3484 |
| Mean | 13.542158 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | 17.814183 |
| Sum | 268080.56 |
| Variance | 4.9217961 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.5 | 488 | 0.7% |
| 13.4 | 467 | 0.6% |
| 13.9 | 464 | 0.6% |
| 13.3 | 464 | 0.6% |
| 13.1 | 456 | 0.6% |
| 13.6 | 455 | 0.6% |
| 13.7 | 454 | 0.6% |
| 13.8 | 451 | 0.6% |
| 14.1 | 441 | 0.6% |
| 12.9 | 436 | 0.6% |
| Other values (143) | 15220 | 20.8% |
| (Missing) | 53329 |
| Value | Count | Frequency (%) |
| 1.7 | 1 | |
| 3.9 | 1 | |
| 4.1 | 1 | |
| 4.3 | 2 | |
| 4.4 | 1 | |
| 5.1 | 2 | |
| 5.2 | 2 | |
| 5.4 | 1 | |
| 5.6 | 1 | |
| 6 | 1 |
| Value | Count | Frequency (%) |
| 153.2 | 1 | < 0.1% |
| 119 | 1 | < 0.1% |
| 23.5 | 1 | < 0.1% |
| 21.4 | 2 | |
| 20.6 | 1 | < 0.1% |
| 20.5 | 2 | |
| 20 | 3 | |
| 19.9 | 1 | < 0.1% |
| 19.8 | 2 | |
| 19.7 | 3 |
hematocrit
Real number (ℝ)
Missing
| Distinct | 632 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 55611 |
| Missing (%) | 76.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.531625 |
| Minimum | 0.144 |
|---|---|
| Maximum | 60.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.144 |
|---|---|
| 5-th percentile | 0.34 |
| Q1 | 0.4 |
| median | 0.44 |
| Q3 | 28.8 |
| 95-th percentile | 44.1 |
| Maximum | 60.3 |
| Range | 60.156 |
| Interquartile range (IQR) | 28.4 |
Descriptive statistics
| Standard deviation | 17.289431 |
|---|---|
| Coefficient of variation (CV) | 1.6416679 |
| Kurtosis | -0.47932718 |
| Mean | 10.531625 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 1.1818708 |
| Sum | 184450.88 |
| Variance | 298.92441 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.43 | 782 | 1.1% |
| 0.42 | 766 | 1.0% |
| 0.41 | 735 | 1.0% |
| 0.4 | 658 | 0.9% |
| 0.44 | 657 | 0.9% |
| 0.45 | 618 | 0.8% |
| 0.46 | 552 | 0.8% |
| 0.39 | 538 | 0.7% |
| 0.47 | 477 | 0.7% |
| 0.38 | 461 | 0.6% |
| Other values (622) | 11270 | 15.4% |
| (Missing) | 55611 |
| Value | Count | Frequency (%) |
| 0.144 | 1 | < 0.1% |
| 0.188 | 1 | < 0.1% |
| 0.193 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.203 | 1 | < 0.1% |
| 0.21 | 3 | |
| 0.216 | 1 | < 0.1% |
| 0.224 | 1 | < 0.1% |
| 0.225 | 1 | < 0.1% |
| 0.23 | 3 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | |
| 59.6 | 1 | |
| 57.8 | 1 | |
| 57.4 | 1 | |
| 56.7 | 1 | |
| 55.2 | 1 | |
| 55.1 | 1 | |
| 55 | 1 | |
| 54.7 | 1 | |
| 54.1 | 1 |
rbc_count
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
wbc_count
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
platelet_count
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
mcv
Real number (ℝ)
Missing
| Distinct | 545 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 63684 |
| Missing (%) | 87.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.786209 |
| Minimum | 57 |
|---|---|
| Maximum | 124.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 57 |
|---|---|
| 5-th percentile | 77.6 |
| Q1 | 86.6 |
| median | 91.1 |
| Q3 | 95.4 |
| 95-th percentile | 101.9 |
| Maximum | 124.1 |
| Range | 67.1 |
| Interquartile range (IQR) | 8.8 |
Descriptive statistics
| Standard deviation | 7.5369822 |
|---|---|
| Coefficient of variation (CV) | 0.083019021 |
| Kurtosis | 1.3785573 |
| Mean | 90.786209 |
| Median Absolute Deviation (MAD) | 4.4 |
| Skewness | -0.22165147 |
| Sum | 857112.6 |
| Variance | 56.8061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 91 | 86 | 0.1% |
| 90 | 75 | 0.1% |
| 89.7 | 72 | 0.1% |
| 89 | 67 | 0.1% |
| 91.8 | 66 | 0.1% |
| 88.5 | 66 | 0.1% |
| 91.7 | 64 | 0.1% |
| 90.8 | 64 | 0.1% |
| 93 | 63 | 0.1% |
| 93.2 | 63 | 0.1% |
| Other values (535) | 8755 | 12.0% |
| (Missing) | 63684 |
| Value | Count | Frequency (%) |
| 57 | 1 | |
| 58 | 1 | |
| 58.1 | 2 | |
| 59 | 2 | |
| 59.2 | 1 | |
| 59.6 | 1 | |
| 59.7 | 1 | |
| 60 | 1 | |
| 60.1 | 1 | |
| 60.5 | 1 |
| Value | Count | Frequency (%) |
| 124.1 | 1 | |
| 122.4 | 1 | |
| 122 | 1 | |
| 121.1 | 1 | |
| 119.6 | 1 | |
| 119.4 | 1 | |
| 119.3 | 1 | |
| 119.1 | 1 | |
| 118.7 | 2 | |
| 117.9 | 1 |
mch
Real number (ℝ)
Missing
| Distinct | 221 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 64086 |
| Missing (%) | 87.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.540325 |
| Minimum | 15.2 |
|---|---|
| Maximum | 42.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 15.2 |
|---|---|
| 5-th percentile | 24.3 |
| Q1 | 27.9 |
| median | 29.7 |
| Q3 | 31.3 |
| 95-th percentile | 33.6 |
| Maximum | 42.6 |
| Range | 27.4 |
| Interquartile range (IQR) | 3.4 |
Descriptive statistics
| Standard deviation | 2.8432652 |
|---|---|
| Coefficient of variation (CV) | 0.096250301 |
| Kurtosis | 1.3842879 |
| Mean | 29.540325 |
| Median Absolute Deviation (MAD) | 1.7 |
| Skewness | -0.31123393 |
| Sum | 267015 |
| Variance | 8.0841571 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.3 | 158 | 0.2% |
| 30.6 | 157 | 0.2% |
| 29.8 | 155 | 0.2% |
| 29.9 | 155 | 0.2% |
| 30.5 | 150 | 0.2% |
| 30 | 149 | 0.2% |
| 31.1 | 148 | 0.2% |
| 29.6 | 144 | 0.2% |
| 28.6 | 143 | 0.2% |
| 31.2 | 143 | 0.2% |
| Other values (211) | 7537 | 10.3% |
| (Missing) | 64086 |
| Value | Count | Frequency (%) |
| 15.2 | 1 | |
| 16.2 | 1 | |
| 16.7 | 1 | |
| 16.9 | 1 | |
| 17.3 | 1 | |
| 17.5 | 1 | |
| 17.6 | 2 | |
| 17.8 | 1 | |
| 17.9 | 1 | |
| 18.2 | 2 |
| Value | Count | Frequency (%) |
| 42.6 | 1 | |
| 41.5 | 1 | |
| 40.8 | 1 | |
| 40.6 | 1 | |
| 40.5 | 1 | |
| 40.4 | 1 | |
| 40.3 | 1 | |
| 39.9 | 1 | |
| 39.6 | 1 | |
| 39.5 | 1 |
mchc
Real number (ℝ)
Missing
| Distinct | 90 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 64086 |
| Missing (%) | 87.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.471424 |
| Minimum | 26.7 |
|---|---|
| Maximum | 38.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 26.7 |
|---|---|
| 5-th percentile | 30.8 |
| Q1 | 31.8 |
| median | 32.5 |
| Q3 | 33.1 |
| 95-th percentile | 34.1 |
| Maximum | 38.1 |
| Range | 11.4 |
| Interquartile range (IQR) | 1.3 |
Descriptive statistics
| Standard deviation | 1.0308394 |
|---|---|
| Coefficient of variation (CV) | 0.031746049 |
| Kurtosis | 0.91104269 |
| Mean | 32.471424 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | -0.0076038562 |
| Sum | 293509.2 |
| Variance | 1.0626299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.6 | 379 | 0.5% |
| 32.8 | 368 | 0.5% |
| 32.4 | 365 | 0.5% |
| 32.5 | 356 | 0.5% |
| 32.7 | 355 | 0.5% |
| 32.9 | 350 | 0.5% |
| 32.3 | 334 | 0.5% |
| 33 | 333 | 0.5% |
| 32.1 | 331 | 0.5% |
| 32 | 327 | 0.4% |
| Other values (80) | 5541 | 7.6% |
| (Missing) | 64086 |
| Value | Count | Frequency (%) |
| 26.7 | 1 | |
| 26.9 | 1 | |
| 27.5 | 1 | |
| 27.9 | 1 | |
| 28.3 | 1 | |
| 28.4 | 1 | |
| 28.5 | 1 | |
| 28.6 | 1 | |
| 28.7 | 2 | |
| 28.8 | 1 |
| Value | Count | Frequency (%) |
| 38.1 | 1 | < 0.1% |
| 37.3 | 1 | < 0.1% |
| 37.1 | 1 | < 0.1% |
| 36.7 | 1 | < 0.1% |
| 36.6 | 4 | |
| 36.5 | 1 | < 0.1% |
| 36.3 | 1 | < 0.1% |
| 36.2 | 3 | |
| 36.1 | 2 | < 0.1% |
| 36 | 7 |
rdw
Real number (ℝ)
Missing
| Distinct | 155 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 64088 |
| Missing (%) | 87.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.557608 |
| Minimum | 10.8 |
|---|---|
| Maximum | 35.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 10.8 |
|---|---|
| 5-th percentile | 12.6 |
| Q1 | 13.4 |
| median | 14.2 |
| Q3 | 15.2 |
| 95-th percentile | 17.9 |
| Maximum | 35.9 |
| Range | 25.1 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 1.8481668 |
|---|---|
| Coefficient of variation (CV) | 0.12695539 |
| Kurtosis | 14.28462 |
| Mean | 14.557608 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 2.7566479 |
| Sum | 131557.1 |
| Variance | 3.4157204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.8 | 345 | 0.5% |
| 13.9 | 315 | 0.4% |
| 13.7 | 309 | 0.4% |
| 13.4 | 303 | 0.4% |
| 13.6 | 302 | 0.4% |
| 13.3 | 296 | 0.4% |
| 13.5 | 295 | 0.4% |
| 14.2 | 291 | 0.4% |
| 14 | 290 | 0.4% |
| 13.2 | 283 | 0.4% |
| Other values (145) | 6008 | 8.2% |
| (Missing) | 64088 |
| Value | Count | Frequency (%) |
| 10.8 | 1 | < 0.1% |
| 11.1 | 1 | < 0.1% |
| 11.3 | 1 | < 0.1% |
| 11.4 | 6 | < 0.1% |
| 11.5 | 2 | < 0.1% |
| 11.6 | 6 | < 0.1% |
| 11.7 | 5 | < 0.1% |
| 11.8 | 17 | |
| 11.9 | 21 | |
| 12 | 19 |
| Value | Count | Frequency (%) |
| 35.9 | 1 | |
| 34.8 | 1 | |
| 30.3 | 1 | |
| 30.1 | 1 | |
| 30 | 1 | |
| 29.8 | 2 | |
| 29.3 | 1 | |
| 29.2 | 1 | |
| 28.8 | 2 | |
| 28.3 | 1 |
neutrophils_pct
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
lymphocytes_pct
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
monocytes_pct
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
eosinophils_pct
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
basophils_pct
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
fasting_glucose
Real number (ℝ)
Missing
| Distinct | 571 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 65898 |
| Missing (%) | 90.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.745861 |
| Minimum | 0.2 |
|---|---|
| Maximum | 345 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4.6 |
| median | 5.1 |
| Q3 | 76 |
| 95-th percentile | 96 |
| Maximum | 345 |
| Range | 344.8 |
| Interquartile range (IQR) | 71.4 |
Descriptive statistics
| Standard deviation | 38.924917 |
|---|---|
| Coefficient of variation (CV) | 1.3085826 |
| Kurtosis | 0.76422433 |
| Mean | 29.745861 |
| Median Absolute Deviation (MAD) | 0.78 |
| Skewness | 1.1762677 |
| Sum | 214973.34 |
| Variance | 1515.1492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.7 | 325 | 0.4% |
| 4.6 | 279 | 0.4% |
| 4.8 | 275 | 0.4% |
| 4.5 | 260 | 0.4% |
| 4.4 | 244 | 0.3% |
| 4.3 | 243 | 0.3% |
| 4.9 | 227 | 0.3% |
| 5.1 | 193 | 0.3% |
| 5 | 183 | 0.3% |
| 4.2 | 161 | 0.2% |
| Other values (561) | 4837 | 6.6% |
| (Missing) | 65898 |
| Value | Count | Frequency (%) |
| 0.2 | 1 | |
| 0.57 | 1 | |
| 0.82 | 1 | |
| 0.95 | 1 | |
| 1.12 | 1 | |
| 1.37 | 1 | |
| 1.47 | 1 | |
| 1.5 | 1 | |
| 1.81 | 1 | |
| 1.95 | 1 |
| Value | Count | Frequency (%) |
| 345 | 1 | |
| 299 | 1 | |
| 295 | 1 | |
| 274 | 1 | |
| 225 | 1 | |
| 220 | 1 | |
| 217 | 1 | |
| 192 | 1 | |
| 190 | 1 | |
| 168 | 2 |
log10_fasting_glucose
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
total_cholesterol
Real number (ℝ)
Missing
| Distinct | 2313 |
|---|---|
| Distinct (%) | 30.8% |
| Missing | 65615 |
| Missing (%) | 89.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.121437 |
| Minimum | 1.12 |
|---|---|
| Maximum | 363 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 1.12 |
|---|---|
| 5-th percentile | 2.97 |
| Q1 | 3.9 |
| median | 4.81 |
| Q3 | 129.1975 |
| 95-th percentile | 210 |
| Maximum | 363 |
| Range | 361.88 |
| Interquartile range (IQR) | 125.2975 |
Descriptive statistics
| Standard deviation | 79.686275 |
|---|---|
| Coefficient of variation (CV) | 1.5000776 |
| Kurtosis | -0.099919211 |
| Mean | 53.121437 |
| Median Absolute Deviation (MAD) | 1.21 |
| Skewness | 1.2056678 |
| Sum | 398941.99 |
| Variance | 6349.9024 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.8 | 145 | 0.2% |
| 3.7 | 137 | 0.2% |
| 4.3 | 134 | 0.2% |
| 4 | 133 | 0.2% |
| 4.4 | 126 | 0.2% |
| 4.2 | 122 | 0.2% |
| 4.1 | 117 | 0.2% |
| 3.9 | 113 | 0.2% |
| 4.5 | 107 | 0.1% |
| 3.6 | 104 | 0.1% |
| Other values (2303) | 6272 | 8.6% |
| (Missing) | 65615 |
| Value | Count | Frequency (%) |
| 1.12 | 1 | < 0.1% |
| 1.22 | 1 | < 0.1% |
| 1.29 | 1 | < 0.1% |
| 1.38 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.54 | 1 | < 0.1% |
| 1.59 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.8 | 5 | |
| 1.82 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 363 | 1 | |
| 339 | 1 | |
| 337.6 | 1 | |
| 333 | 1 | |
| 330.64 | 1 | |
| 330.23 | 1 | |
| 321.07 | 1 | |
| 321 | 1 | |
| 319.18 | 1 | |
| 317.57 | 1 |
hdl_cholesterol
Real number (ℝ)
Missing
| Distinct | 1818 |
|---|---|
| Distinct (%) | 24.2% |
| Missing | 65617 |
| Missing (%) | 89.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.019969 |
| Minimum | 0 |
|---|---|
| Maximum | 368 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.8 |
| Q1 | 1.14 |
| median | 1.5 |
| Q3 | 32.54 |
| 95-th percentile | 61.2665 |
| Maximum | 368 |
| Range | 368 |
| Interquartile range (IQR) | 31.4 |
Descriptive statistics
| Standard deviation | 23.57598 |
|---|---|
| Coefficient of variation (CV) | 1.5696424 |
| Kurtosis | 8.1500262 |
| Mean | 15.019969 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.913957 |
| Sum | 112769.93 |
| Variance | 555.82685 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.3 | 331 | 0.5% |
| 1.4 | 287 | 0.4% |
| 1.1 | 279 | 0.4% |
| 1.2 | 268 | 0.4% |
| 1 | 256 | 0.4% |
| 1.5 | 242 | 0.3% |
| 1.6 | 196 | 0.3% |
| 0.9 | 188 | 0.3% |
| 1.8 | 137 | 0.2% |
| 1.7 | 133 | 0.2% |
| Other values (1808) | 5191 | 7.1% |
| (Missing) | 65617 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.2 | 2 | |
| 0.28 | 1 | < 0.1% |
| 0.3 | 4 | |
| 0.32 | 1 | < 0.1% |
| 0.33 | 2 | |
| 0.34 | 2 | |
| 0.35 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 368 | 1 | |
| 159.95 | 1 | |
| 157.43 | 1 | |
| 151.77 | 1 | |
| 150.69 | 1 | |
| 134.71 | 1 | |
| 133.2 | 1 | |
| 132.3 | 1 | |
| 122.73 | 1 | |
| 118.51 | 1 |
ldl_cholesterol
Real number (ℝ)
Missing
| Distinct | 2225 |
|---|---|
| Distinct (%) | 29.7% |
| Missing | 65641 |
| Missing (%) | 89.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.209205 |
| Minimum | 0 |
|---|---|
| Maximum | 417 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.14 |
| Q1 | 2.01 |
| median | 2.9 |
| Q3 | 64.9 |
| 95-th percentile | 133.9595 |
| Maximum | 417 |
| Range | 417 |
| Interquartile range (IQR) | 62.89 |
Descriptive statistics
| Standard deviation | 49.186216 |
|---|---|
| Coefficient of variation (CV) | 1.5760163 |
| Kurtosis | 1.4014819 |
| Mean | 31.209205 |
| Median Absolute Deviation (MAD) | 1.14 |
| Skewness | 1.5002327 |
| Sum | 233569.69 |
| Variance | 2419.2839 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.2 | 165 | 0.2% |
| 2.3 | 158 | 0.2% |
| 2.6 | 140 | 0.2% |
| 2.7 | 136 | 0.2% |
| 2 | 135 | 0.2% |
| 2.1 | 134 | 0.2% |
| 2.4 | 129 | 0.2% |
| 2.5 | 125 | 0.2% |
| 1.9 | 125 | 0.2% |
| 1.6 | 117 | 0.2% |
| Other values (2215) | 6120 | 8.4% |
| (Missing) | 65641 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.03 | 1 | < 0.1% |
| 0.1 | 2 | |
| 0.14 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.2 | 2 | |
| 0.21 | 1 | < 0.1% |
| 0.26 | 2 | |
| 0.27 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 417 | 1 | |
| 268.9 | 1 | |
| 244.6 | 1 | |
| 242.43 | 1 | |
| 239.71 | 1 | |
| 233.23 | 1 | |
| 231.68 | 1 | |
| 227 | 1 | |
| 226 | 1 | |
| 224.19 | 1 |
triglycerides
Real number (ℝ)
Missing
| Distinct | 2167 |
|---|---|
| Distinct (%) | 32.9% |
| Missing | 66534 |
| Missing (%) | 91.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.653541 |
| Minimum | 0.05 |
|---|---|
| Maximum | 1759.77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.8 |
| median | 1.24 |
| Q3 | 73.125 |
| 95-th percentile | 171.515 |
| Maximum | 1759.77 |
| Range | 1759.72 |
| Interquartile range (IQR) | 72.325 |
Descriptive statistics
| Standard deviation | 83.21337 |
|---|---|
| Coefficient of variation (CV) | 1.9977502 |
| Kurtosis | 72.952796 |
| Mean | 41.653541 |
| Median Absolute Deviation (MAD) | 0.64 |
| Skewness | 5.9142824 |
| Sum | 274538.49 |
| Variance | 6924.4649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8 | 340 | 0.5% |
| 0.6 | 311 | 0.4% |
| 0.9 | 300 | 0.4% |
| 0.7 | 284 | 0.4% |
| 1 | 226 | 0.3% |
| 1.1 | 220 | 0.3% |
| 0.5 | 191 | 0.3% |
| 1.2 | 148 | 0.2% |
| 1.3 | 135 | 0.2% |
| 1.4 | 116 | 0.2% |
| Other values (2157) | 4320 | 5.9% |
| (Missing) | 66534 |
| Value | Count | Frequency (%) |
| 0.05 | 5 | |
| 0.06 | 2 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.18 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.21 | 1 | < 0.1% |
| 0.22 | 1 | < 0.1% |
| 0.25 | 1 | < 0.1% |
| 0.26 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1759.77 | 1 | |
| 1575.59 | 1 | |
| 1142.74 | 1 | |
| 1137.48 | 1 | |
| 1077.87 | 1 | |
| 923 | 1 | |
| 910 | 1 | |
| 886 | 1 | |
| 873.34 | 1 | |
| 848.97 | 1 |
creatinine
Real number (ℝ)
Missing
| Distinct | 218 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 65195 |
| Missing (%) | 89.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.304887 |
| Minimum | 0.32 |
|---|---|
| Maximum | 499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.32 |
|---|---|
| 5-th percentile | 0.57 |
| Q1 | 0.79 |
| median | 49 |
| Q3 | 64 |
| 95-th percentile | 86 |
| Maximum | 499 |
| Range | 498.68 |
| Interquartile range (IQR) | 63.21 |
Descriptive statistics
| Standard deviation | 33.711855 |
|---|---|
| Coefficient of variation (CV) | 0.8800928 |
| Kurtosis | 3.3508582 |
| Mean | 38.304887 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 0.41947146 |
| Sum | 303757.75 |
| Variance | 1136.4891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7 | 313 | 0.4% |
| 0.6 | 268 | 0.4% |
| 0.8 | 262 | 0.4% |
| 61 | 156 | 0.2% |
| 0.9 | 152 | 0.2% |
| 62 | 149 | 0.2% |
| 63 | 147 | 0.2% |
| 57 | 145 | 0.2% |
| 54 | 138 | 0.2% |
| 56 | 135 | 0.2% |
| Other values (208) | 6065 | 8.3% |
| (Missing) | 65195 |
| Value | Count | Frequency (%) |
| 0.32 | 1 | < 0.1% |
| 0.34 | 1 | < 0.1% |
| 0.36 | 3 | < 0.1% |
| 0.38 | 2 | < 0.1% |
| 0.39 | 5 | |
| 0.4 | 10 | |
| 0.41 | 3 | < 0.1% |
| 0.42 | 9 | |
| 0.43 | 8 | |
| 0.44 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 499 | 1 | |
| 237 | 1 | |
| 232 | 1 | |
| 205 | 1 | |
| 195 | 1 | |
| 171 | 1 | |
| 170 | 1 | |
| 169 | 1 | |
| 157 | 1 | |
| 155 | 1 |
creatinine_clearance
Real number (ℝ)
Missing
| Distinct | 438 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 70598 |
| Missing (%) | 96.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.62014 |
| Minimum | 28 |
|---|---|
| Maximum | 1320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 28 |
|---|---|
| 5-th percentile | 77.25 |
| Q1 | 93 |
| median | 108 |
| Q3 | 126 |
| 95-th percentile | 176 |
| Maximum | 1320 |
| Range | 1292 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 41.475193 |
|---|---|
| Coefficient of variation (CV) | 0.36184908 |
| Kurtosis | 313.26822 |
| Mean | 114.62014 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 12.116333 |
| Sum | 289645.1 |
| Variance | 1720.1916 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 94 | 47 | 0.1% |
| 109 | 42 | 0.1% |
| 97 | 40 | 0.1% |
| 95 | 39 | 0.1% |
| 113 | 39 | 0.1% |
| 115 | 38 | 0.1% |
| 91 | 38 | 0.1% |
| 104 | 37 | 0.1% |
| 90 | 37 | 0.1% |
| 107 | 36 | < 0.1% |
| Other values (428) | 2134 | 2.9% |
| (Missing) | 70598 |
| Value | Count | Frequency (%) |
| 28 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 58 | 1 | < 0.1% |
| 59 | 3 |
| Value | Count | Frequency (%) |
| 1320 | 1 | |
| 811 | 1 | |
| 260 | 1 | |
| 256 | 1 | |
| 246 | 1 | |
| 245 | 1 | |
| 243 | 2 | |
| 239 | 1 | |
| 238 | 1 | |
| 237 | 1 |
bun
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
alt
Real number (ℝ)
Missing
| Distinct | 208 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 62768 |
| Missing (%) | 85.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.037057 |
| Minimum | 1.1 |
|---|---|
| Maximum | 1646 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 1.1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| median | 21 |
| Q3 | 31 |
| 95-th percentile | 63 |
| Maximum | 1646 |
| Range | 1644.9 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 47.024262 |
|---|---|
| Coefficient of variation (CV) | 1.6194569 |
| Kurtosis | 509.54977 |
| Mean | 29.037057 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 19.110594 |
| Sum | 300736.8 |
| Variance | 2211.2812 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 475 | 0.6% |
| 17 | 467 | 0.6% |
| 14 | 457 | 0.6% |
| 18 | 453 | 0.6% |
| 16 | 444 | 0.6% |
| 20 | 430 | 0.6% |
| 19 | 424 | 0.6% |
| 13 | 412 | 0.6% |
| 22 | 374 | 0.5% |
| 21 | 366 | 0.5% |
| Other values (198) | 6055 | 8.3% |
| (Missing) | 62768 |
| Value | Count | Frequency (%) |
| 1.1 | 1 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 14 | < 0.1% |
| 6 | 31 | < 0.1% |
| 7 | 65 | 0.1% |
| 8 | 112 | 0.2% |
| 9 | 165 | |
| 10 | 226 | |
| 11 | 296 | |
| 12 | 362 |
| Value | Count | Frequency (%) |
| 1646 | 2 | |
| 1270 | 2 | |
| 1248 | 2 | |
| 1060 | 1 | |
| 831 | 1 | |
| 760 | 1 | |
| 730 | 2 | |
| 625 | 1 | |
| 589 | 1 | |
| 538 | 2 |
ast
Real number (ℝ)
Missing
| Distinct | 203 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 62769 |
| Missing (%) | 85.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.078196 |
| Minimum | 2 |
|---|---|
| Maximum | 1471 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 21 |
| median | 26 |
| Q3 | 33 |
| 95-th percentile | 58.25 |
| Maximum | 1471 |
| Range | 1469 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 34.990886 |
|---|---|
| Coefficient of variation (CV) | 1.0907997 |
| Kurtosis | 489.53615 |
| Mean | 32.078196 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 17.159799 |
| Sum | 332201.8 |
| Variance | 1224.3621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 565 | 0.8% |
| 22 | 555 | 0.8% |
| 25 | 546 | 0.7% |
| 24 | 527 | 0.7% |
| 20 | 499 | 0.7% |
| 21 | 479 | 0.7% |
| 26 | 476 | 0.7% |
| 27 | 438 | 0.6% |
| 19 | 421 | 0.6% |
| 18 | 405 | 0.6% |
| Other values (193) | 5445 | 7.4% |
| (Missing) | 62769 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3.6 | 1 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 5 | < 0.1% |
| 11 | 9 | < 0.1% |
| 12 | 33 | < 0.1% |
| 13 | 71 | |
| 13.2 | 1 | < 0.1% |
| 14 | 89 |
| Value | Count | Frequency (%) |
| 1471 | 1 | |
| 1169 | 1 | |
| 887 | 1 | |
| 715 | 1 | |
| 652 | 2 | |
| 545 | 1 | |
| 540 | 1 | |
| 534 | 2 | |
| 514 | 1 | |
| 465 | 1 |
alp
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
total_bilirubin
Real number (ℝ)
Missing
| Distinct | 202 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 64078 |
| Missing (%) | 87.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0216072 |
| Minimum | 0 |
|---|---|
| Maximum | 94 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.4 |
| median | 2.6 |
| Q3 | 4.6 |
| 95-th percentile | 8 |
| Maximum | 94 |
| Range | 94 |
| Interquartile range (IQR) | 4.2 |
Descriptive statistics
| Standard deviation | 3.9919683 |
|---|---|
| Coefficient of variation (CV) | 1.3211407 |
| Kurtosis | 130.65324 |
| Mean | 3.0216072 |
| Median Absolute Deviation (MAD) | 2.2 |
| Skewness | 8.053527 |
| Sum | 27336.48 |
| Variance | 15.935811 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 1011 | 1.4% |
| 0.2 | 982 | 1.3% |
| 0.4 | 747 | 1.0% |
| 0.5 | 410 | 0.6% |
| 0.6 | 234 | 0.3% |
| 0.1 | 225 | 0.3% |
| 5 | 216 | 0.3% |
| 4 | 164 | 0.2% |
| 3 | 155 | 0.2% |
| 6 | 146 | 0.2% |
| Other values (192) | 4757 | 6.5% |
| (Missing) | 64078 |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 0.1 | 225 | 0.3% |
| 0.2 | 982 | |
| 0.3 | 1011 | |
| 0.4 | 747 | |
| 0.5 | 410 | |
| 0.6 | 234 | 0.3% |
| 0.7 | 121 | 0.2% |
| 0.8 | 83 | 0.1% |
| 0.9 | 41 | 0.1% |
| Value | Count | Frequency (%) |
| 94 | 1 | |
| 89.5 | 1 | |
| 80 | 1 | |
| 77.4 | 1 | |
| 73.5 | 1 | |
| 69 | 1 | |
| 67 | 1 | |
| 61.1 | 1 | |
| 53 | 1 | |
| 51 | 1 |
albumin
Real number (ℝ)
Missing
| Distinct | 300 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 64067 |
| Missing (%) | 87.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.989189 |
| Minimum | 1.17 |
|---|---|
| Maximum | 71.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 1.17 |
|---|---|
| 5-th percentile | 4.4 |
| Q1 | 39 |
| median | 42 |
| Q3 | 44 |
| 95-th percentile | 47.6 |
| Maximum | 71.3 |
| Range | 70.13 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 10.62675 |
|---|---|
| Coefficient of variation (CV) | 0.27255633 |
| Kurtosis | 5.7472567 |
| Mean | 38.989189 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -2.5283494 |
| Sum | 353164.07 |
| Variance | 112.92782 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 638 | 0.9% |
| 41 | 609 | 0.8% |
| 42 | 565 | 0.8% |
| 40 | 488 | 0.7% |
| 45 | 470 | 0.6% |
| 44 | 464 | 0.6% |
| 39 | 378 | 0.5% |
| 46 | 359 | 0.5% |
| 38 | 260 | 0.4% |
| 47 | 256 | 0.4% |
| Other values (290) | 4571 | 6.3% |
| (Missing) | 64067 |
| Value | Count | Frequency (%) |
| 1.17 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 1.9 | 2 | |
| 2 | 1 | < 0.1% |
| 2.1 | 2 | |
| 2.2 | 4 | |
| 2.3 | 2 | |
| 2.4 | 3 | |
| 2.5 | 4 |
| Value | Count | Frequency (%) |
| 71.3 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 58 | 3 | < 0.1% |
| 57.2 | 1 | < 0.1% |
| 57 | 2 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 3 | < 0.1% |
| 54 | 6 | |
| 53 | 6 | |
| 52 | 13 |
total_protein
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
sodium
Real number (ℝ)
Missing
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 64432 |
| Missing (%) | 88.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.74037 |
| Minimum | 110 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 110 |
|---|---|
| 5-th percentile | 132 |
| Q1 | 135 |
| median | 137 |
| Q3 | 139 |
| 95-th percentile | 141 |
| Maximum | 150 |
| Range | 40 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.0351713 |
|---|---|
| Coefficient of variation (CV) | 0.022196601 |
| Kurtosis | 3.853186 |
| Mean | 136.74037 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.85651627 |
| Sum | 1188684 |
| Variance | 9.2122648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 137 | 1304 | 1.8% |
| 136 | 1244 | 1.7% |
| 138 | 1169 | 1.6% |
| 139 | 977 | 1.3% |
| 135 | 971 | 1.3% |
| 134 | 671 | 0.9% |
| 140 | 661 | 0.9% |
| 133 | 385 | 0.5% |
| 141 | 371 | 0.5% |
| 132 | 225 | 0.3% |
| Other values (24) | 715 | 1.0% |
| (Missing) | 64432 |
| Value | Count | Frequency (%) |
| 110 | 1 | < 0.1% |
| 117 | 3 | < 0.1% |
| 118 | 4 | < 0.1% |
| 119 | 2 | < 0.1% |
| 120 | 3 | < 0.1% |
| 121 | 4 | < 0.1% |
| 122 | 4 | < 0.1% |
| 123 | 6 | |
| 124 | 11 | |
| 125 | 8 |
| Value | Count | Frequency (%) |
| 150 | 1 | < 0.1% |
| 148 | 2 | < 0.1% |
| 147 | 1 | < 0.1% |
| 146 | 7 | < 0.1% |
| 145 | 20 | < 0.1% |
| 144 | 36 | < 0.1% |
| 143 | 101 | 0.1% |
| 142 | 181 | 0.2% |
| 141 | 371 | |
| 140 | 661 |
potassium
Real number (ℝ)
Missing
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 65017 |
| Missing (%) | 88.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2926394 |
| Minimum | 1.05 |
|---|---|
| Maximum | 6.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 1.05 |
|---|---|
| 5-th percentile | 3.7 |
| Q1 | 4 |
| median | 4.3 |
| Q3 | 4.5 |
| 95-th percentile | 5 |
| Maximum | 6.8 |
| Range | 5.75 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.40458522 |
|---|---|
| Coefficient of variation (CV) | 0.094250921 |
| Kurtosis | 1.8516009 |
| Mean | 4.2926394 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.31081248 |
| Sum | 34804.72 |
| Variance | 0.1636892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.2 | 922 | 1.3% |
| 4.3 | 898 | 1.2% |
| 4.1 | 791 | 1.1% |
| 4.4 | 787 | 1.1% |
| 4 | 705 | 1.0% |
| 4.5 | 605 | 0.8% |
| 4.6 | 530 | 0.7% |
| 3.9 | 517 | 0.7% |
| 3.8 | 412 | 0.6% |
| 4.7 | 411 | 0.6% |
| Other values (40) | 1530 | 2.1% |
| (Missing) | 65017 |
| Value | Count | Frequency (%) |
| 1.05 | 1 | < 0.1% |
| 2.1 | 1 | < 0.1% |
| 2.6 | 2 | < 0.1% |
| 2.7 | 1 | < 0.1% |
| 2.8 | 6 | < 0.1% |
| 2.82 | 2 | < 0.1% |
| 2.9 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| 3.1 | 8 | |
| 3.2 | 18 |
| Value | Count | Frequency (%) |
| 6.8 | 1 | < 0.1% |
| 6.5 | 1 | < 0.1% |
| 6.4 | 3 | < 0.1% |
| 6.2 | 1 | < 0.1% |
| 6.1 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5.9 | 2 | < 0.1% |
| 5.8 | 5 | < 0.1% |
| 5.7 | 13 | |
| 5.6 | 10 |
calcium
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
systolic_bp
Real number (ℝ)
Missing
| Distinct | 354 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 34005 |
| Missing (%) | 46.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.74479 |
| Minimum | 72 |
|---|---|
| Maximum | 258.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 72 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 111 |
| median | 121 |
| Q3 | 131 |
| 95-th percentile | 145 |
| Maximum | 258.5 |
| Range | 186.5 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.141317 |
|---|---|
| Coefficient of variation (CV) | 0.11615542 |
| Kurtosis | 1.422209 |
| Mean | 121.74479 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.5373956 |
| Sum | 4762656.2 |
| Variance | 199.97683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 110 | 2439 | 3.3% |
| 120 | 1791 | 2.4% |
| 100 | 1210 | 1.7% |
| 130 | 1193 | 1.6% |
| 124 | 1041 | 1.4% |
| 121 | 1019 | 1.4% |
| 122 | 992 | 1.4% |
| 129 | 980 | 1.3% |
| 128 | 973 | 1.3% |
| 118 | 953 | 1.3% |
| Other values (344) | 26529 | |
| (Missing) | 34005 |
| Value | Count | Frequency (%) |
| 72 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 78 | 2 | < 0.1% |
| 79 | 1 | < 0.1% |
| 80 | 10 | |
| 81 | 3 | < 0.1% |
| 82 | 2 | < 0.1% |
| 83 | 5 | |
| 84 | 6 | |
| 85 | 6 |
| Value | Count | Frequency (%) |
| 258.5 | 1 | |
| 239 | 1 | |
| 220 | 1 | |
| 215 | 1 | |
| 213 | 1 | |
| 211 | 1 | |
| 208.5 | 1 | |
| 207.5 | 1 | |
| 206.5 | 1 | |
| 204 | 2 |
diastolic_bp
Real number (ℝ)
Missing
| Distinct | 297 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 34004 |
| Missing (%) | 46.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.269766 |
| Minimum | 7 |
|---|---|
| Maximum | 662 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 77 |
| Q3 | 84 |
| 95-th percentile | 94 |
| Maximum | 662 |
| Range | 655 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 10.98017 |
|---|---|
| Coefficient of variation (CV) | 0.14210177 |
| Kurtosis | 206.16591 |
| Mean | 77.269766 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.1735739 |
| Sum | 3022870.5 |
| Variance | 120.56414 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 2851 | 3.9% |
| 80 | 2254 | 3.1% |
| 82 | 1455 | 2.0% |
| 76 | 1308 | 1.8% |
| 79 | 1306 | 1.8% |
| 81 | 1296 | 1.8% |
| 78 | 1283 | 1.8% |
| 84 | 1272 | 1.7% |
| 77 | 1264 | 1.7% |
| 74 | 1255 | 1.7% |
| Other values (287) | 23577 | |
| (Missing) | 34004 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 40 | 2 | < 0.1% |
| 41 | 3 | |
| 42 | 4 | |
| 43 | 7 | |
| 43.66666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 662 | 1 | |
| 150 | 2 | |
| 148 | 1 | |
| 141.5 | 1 | |
| 136 | 1 | |
| 134 | 1 | |
| 133.5 | 1 | |
| 132 | 2 | |
| 131.5 | 1 | |
| 131 | 1 |
heart_rate
Real number (ℝ)
Missing
| Distinct | 216 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 34517 |
| Missing (%) | 47.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.072623 |
| Minimum | 6 |
|---|---|
| Maximum | 364 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 56 |
| Q1 | 66 |
| median | 75 |
| Q3 | 82.666667 |
| 95-th percentile | 96 |
| Maximum | 364 |
| Range | 358 |
| Interquartile range (IQR) | 16.666667 |
Descriptive statistics
| Standard deviation | 12.502762 |
|---|---|
| Coefficient of variation (CV) | 0.16654223 |
| Kurtosis | 8.3382324 |
| Mean | 75.072623 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.8141479 |
| Sum | 2898403.8 |
| Variance | 156.31905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 1926 | 2.6% |
| 78 | 1398 | 1.9% |
| 72 | 1371 | 1.9% |
| 76 | 1354 | 1.9% |
| 68 | 1309 | 1.8% |
| 82 | 1259 | 1.7% |
| 70 | 1193 | 1.6% |
| 60 | 1130 | 1.5% |
| 74 | 1125 | 1.5% |
| 84 | 1094 | 1.5% |
| Other values (206) | 25449 | |
| (Missing) | 34517 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 14 | 1 | |
| 16 | 2 | |
| 17 | 1 | |
| 18 | 2 | |
| 20 | 1 | |
| 37 | 1 | |
| 39 | 2 | |
| 40 | 1 | |
| 41 | 1 |
| Value | Count | Frequency (%) |
| 364 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 155 | 1 | < 0.1% |
| 153 | 2 | < 0.1% |
| 150 | 1 | < 0.1% |
| 149 | 1 | < 0.1% |
| 147 | 1 | < 0.1% |
| 145 | 1 | < 0.1% |
| 143 | 2 | < 0.1% |
| 140 | 5 |
temperature
Unsupported
Missing Rejected Unsupported
| Missing | 73125 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 571.4 KiB |
respiratory_rate
Real number (ℝ)
Missing
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 48313 |
| Missing (%) | 66.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.860833 |
| Minimum | 10 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 16 |
| median | 17 |
| Q3 | 18 |
| 95-th percentile | 20 |
| Maximum | 99 |
| Range | 89 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.3659282 |
|---|---|
| Coefficient of variation (CV) | 0.14032095 |
| Kurtosis | 123.90352 |
| Mean | 16.860833 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.6164714 |
| Sum | 418351 |
| Variance | 5.5976163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 6364 | 8.7% |
| 16 | 5760 | 7.9% |
| 14 | 2795 | 3.8% |
| 20 | 2550 | 3.5% |
| 15 | 2115 | 2.9% |
| 17 | 2076 | 2.8% |
| 19 | 1423 | 1.9% |
| 13 | 628 | 0.9% |
| 12 | 494 | 0.7% |
| 21 | 236 | 0.3% |
| Other values (21) | 371 | 0.5% |
| (Missing) | 48313 |
| Value | Count | Frequency (%) |
| 10 | 9 | < 0.1% |
| 11 | 34 | < 0.1% |
| 12 | 494 | 0.7% |
| 13 | 628 | 0.9% |
| 14 | 2795 | |
| 15 | 2115 | 2.9% |
| 16 | 5760 | |
| 17 | 2076 | 2.8% |
| 18 | 6364 | |
| 19 | 1423 | 1.9% |
| Value | Count | Frequency (%) |
| 99 | 1 | |
| 80 | 1 | |
| 78 | 1 | |
| 76 | 1 | |
| 61 | 1 | |
| 57 | 1 | |
| 52 | 1 | |
| 42 | 1 | |
| 41 | 2 | |
| 33 | 2 |
oxygen_saturation
Real number (ℝ)
Missing
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 57067 |
| Missing (%) | 78.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.833665 |
| Minimum | 17 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 96 |
| Q1 | 97 |
| median | 98 |
| Q3 | 99 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 83 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5283891 |
|---|---|
| Coefficient of variation (CV) | 0.015622322 |
| Kurtosis | 505.5081 |
| Mean | 97.833665 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -10.850448 |
| Sum | 1571013 |
| Variance | 2.3359731 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98 | 4582 | 6.3% |
| 99 | 4506 | 6.2% |
| 97 | 3174 | 4.3% |
| 96 | 1957 | 2.7% |
| 100 | 1174 | 1.6% |
| 95 | 538 | 0.7% |
| 94 | 66 | 0.1% |
| 93 | 20 | < 0.1% |
| 92 | 12 | < 0.1% |
| 91 | 8 | < 0.1% |
| Other values (9) | 21 | < 0.1% |
| (Missing) | 57067 |
| Value | Count | Frequency (%) |
| 17 | 1 | < 0.1% |
| 71 | 2 | < 0.1% |
| 75 | 1 | < 0.1% |
| 77 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 87 | 2 | < 0.1% |
| 88 | 2 | < 0.1% |
| 89 | 4 | |
| 90 | 7 | |
| 91 | 8 |
| Value | Count | Frequency (%) |
| 100 | 1174 | 1.6% |
| 99 | 4506 | |
| 98 | 4582 | |
| 97 | 3174 | |
| 96 | 1957 | |
| 95 | 538 | 0.7% |
| 94 | 66 | 0.1% |
| 93 | 20 | < 0.1% |
| 92 | 12 | < 0.1% |
| 91 | 8 | < 0.1% |
height_m
Real number (ℝ)
Missing
| Distinct | 55 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 72586 |
| Missing (%) | 99.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6317996 |
| Minimum | 1.01 |
|---|---|
| Maximum | 1.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 1.01 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 1.57 |
| median | 1.63 |
| Q3 | 1.685 |
| 95-th percentile | 1.8 |
| Maximum | 1.94 |
| Range | 0.93 |
| Interquartile range (IQR) | 0.115 |
Descriptive statistics
| Standard deviation | 0.1031651 |
|---|---|
| Coefficient of variation (CV) | 0.063221671 |
| Kurtosis | 5.7614824 |
| Mean | 1.6317996 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | -1.0134457 |
| Sum | 879.54 |
| Variance | 0.010643038 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.65 | 53 | 0.1% |
| 1.6 | 45 | 0.1% |
| 1.7 | 30 | < 0.1% |
| 1.67 | 30 | < 0.1% |
| 1.57 | 30 | < 0.1% |
| 1.68 | 27 | < 0.1% |
| 1.63 | 24 | < 0.1% |
| 1.58 | 21 | < 0.1% |
| 1.59 | 19 | < 0.1% |
| 1.62 | 19 | < 0.1% |
| Other values (45) | 241 | 0.3% |
| (Missing) | 72586 |
| Value | Count | Frequency (%) |
| 1.01 | 1 | < 0.1% |
| 1.05 | 1 | < 0.1% |
| 1.15 | 1 | < 0.1% |
| 1.19 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.25 | 1 | < 0.1% |
| 1.37 | 1 | < 0.1% |
| 1.38 | 1 | < 0.1% |
| 1.4 | 3 | |
| 1.41 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.94 | 1 | < 0.1% |
| 1.91 | 2 | < 0.1% |
| 1.88 | 2 | < 0.1% |
| 1.87 | 1 | < 0.1% |
| 1.86 | 2 | < 0.1% |
| 1.85 | 1 | < 0.1% |
| 1.84 | 2 | < 0.1% |
| 1.83 | 5 | |
| 1.82 | 1 | < 0.1% |
| 1.81 | 3 |
weight_kg
Real number (ℝ)
Missing
| Distinct | 905 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 53787 |
| Missing (%) | 73.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.346157 |
| Minimum | 34 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 50.4 |
| Q1 | 59.7 |
| median | 68.6 |
| Q3 | 80.5 |
| 95-th percentile | 101 |
| Maximum | 200 |
| Range | 166 |
| Interquartile range (IQR) | 20.8 |
Descriptive statistics
| Standard deviation | 15.844653 |
|---|---|
| Coefficient of variation (CV) | 0.22208138 |
| Kurtosis | 1.2894844 |
| Mean | 71.346157 |
| Median Absolute Deviation (MAD) | 10.2 |
| Skewness | 0.91593816 |
| Sum | 1379692 |
| Variance | 251.05303 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 119 | 0.2% |
| 68 | 92 | 0.1% |
| 65 | 88 | 0.1% |
| 57 | 87 | 0.1% |
| 70 | 86 | 0.1% |
| 62 | 85 | 0.1% |
| 61 | 81 | 0.1% |
| 59 | 78 | 0.1% |
| 80 | 77 | 0.1% |
| 75 | 76 | 0.1% |
| Other values (895) | 18469 | 25.3% |
| (Missing) | 53787 |
| Value | Count | Frequency (%) |
| 34 | 2 | |
| 34.1 | 1 | |
| 34.6 | 1 | |
| 35.1 | 1 | |
| 35.3 | 1 | |
| 35.5 | 1 | |
| 35.8 | 2 | |
| 36.4 | 1 | |
| 37 | 1 | |
| 37.6 | 1 |
| Value | Count | Frequency (%) |
| 200 | 1 | |
| 171 | 1 | |
| 168.8 | 1 | |
| 162.2 | 1 | |
| 154 | 1 | |
| 153.9 | 1 | |
| 151 | 1 | |
| 150 | 1 | |
| 147.2 | 1 | |
| 146.3 | 1 |
bmi
Real number (ℝ)
Missing
| Distinct | 3548 |
|---|---|
| Distinct (%) | 40.9% |
| Missing | 64455 |
| Missing (%) | 88.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.831655 |
| Minimum | 14 |
|---|---|
| Maximum | 70.025559 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 18.5 |
| Q1 | 21.8 |
| median | 25.449033 |
| Q3 | 30.710886 |
| 95-th percentile | 39.4055 |
| Maximum | 70.025559 |
| Range | 56.025559 |
| Interquartile range (IQR) | 8.9108864 |
Descriptive statistics
| Standard deviation | 6.6371548 |
|---|---|
| Coefficient of variation (CV) | 0.24736285 |
| Kurtosis | 1.3039513 |
| Mean | 26.831655 |
| Median Absolute Deviation (MAD) | 4.1954115 |
| Skewness | 0.99787835 |
| Sum | 232630.45 |
| Variance | 44.051824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.5 | 34 | < 0.1% |
| 20.8 | 33 | < 0.1% |
| 20.3 | 28 | < 0.1% |
| 32.20983382 | 28 | < 0.1% |
| 22.2 | 28 | < 0.1% |
| 20.5 | 28 | < 0.1% |
| 21.9 | 28 | < 0.1% |
| 23 | 27 | < 0.1% |
| 25 | 27 | < 0.1% |
| 19.9 | 26 | < 0.1% |
| Other values (3538) | 8383 | 11.5% |
| (Missing) | 64455 |
| Value | Count | Frequency (%) |
| 14 | 1 | |
| 14.2 | 1 | |
| 14.7 | 1 | |
| 15.07967021 | 1 | |
| 15.1 | 1 | |
| 15.24 | 1 | |
| 15.26947108 | 1 | |
| 15.3 | 2 | |
| 15.33897235 | 1 | |
| 15.37750029 | 1 |
| Value | Count | Frequency (%) |
| 70.02555933 | 1 | |
| 67.29678639 | 1 | |
| 65.89 | 1 | |
| 64.09989594 | 1 | |
| 62.84 | 1 | |
| 60.38647343 | 1 | |
| 58.62 | 1 | |
| 57 | 1 | |
| 56.42 | 1 | |
| 56.1 | 1 |
waist_circumference
Real number (ℝ)
Missing
| Distinct | 195 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 71558 |
| Missing (%) | 97.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 321.67863 |
| Minimum | 0.6 |
|---|---|
| Maximum | 9150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 0.76 |
| Q1 | 0.92 |
| median | 1.06 |
| Q3 | 792.5 |
| 95-th percentile | 1030 |
| Maximum | 9150 |
| Range | 9149.4 |
| Interquartile range (IQR) | 791.58 |
Descriptive statistics
| Standard deviation | 485.87768 |
|---|---|
| Coefficient of variation (CV) | 1.5104444 |
| Kurtosis | 67.939241 |
| Mean | 321.67863 |
| Median Absolute Deviation (MAD) | 0.23 |
| Skewness | 4.3240911 |
| Sum | 504070.42 |
| Variance | 236077.12 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 43 | 0.1% |
| 0.93 | 41 | 0.1% |
| 0.96 | 31 | < 0.1% |
| 0.97 | 30 | < 0.1% |
| 0.88 | 27 | < 0.1% |
| 0.92 | 27 | < 0.1% |
| 1.03 | 27 | < 0.1% |
| 0.9 | 27 | < 0.1% |
| 0.95 | 27 | < 0.1% |
| 0.94 | 25 | < 0.1% |
| Other values (185) | 1262 | 1.7% |
| (Missing) | 71558 |
| Value | Count | Frequency (%) |
| 0.6 | 1 | < 0.1% |
| 0.62 | 2 | < 0.1% |
| 0.63 | 1 | < 0.1% |
| 0.65 | 1 | < 0.1% |
| 0.66 | 3 | < 0.1% |
| 0.67 | 1 | < 0.1% |
| 0.68 | 3 | < 0.1% |
| 0.69 | 8 | |
| 0.7 | 8 | |
| 0.71 | 8 |
| Value | Count | Frequency (%) |
| 9150 | 1 | |
| 1510 | 1 | |
| 1450 | 1 | |
| 1435 | 1 | |
| 1400 | 1 | |
| 1330 | 1 | |
| 1310 | 1 | |
| 1300 | 1 | |
| 1295 | 1 | |
| 1280 | 2 |
temp_mean_c
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.503477 |
| Minimum | 4.9788208 |
|---|---|
| Maximum | 26.32251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 4.9788208 |
|---|---|
| 5-th percentile | 8.0166565 |
| Q1 | 12.157227 |
| median | 14.003479 |
| Q3 | 16.490295 |
| 95-th percentile | 21.866541 |
| Maximum | 26.32251 |
| Range | 21.343689 |
| Interquartile range (IQR) | 4.3330688 |
Descriptive statistics
| Standard deviation | 4.0426477 |
|---|---|
| Coefficient of variation (CV) | 0.27873644 |
| Kurtosis | -0.074260038 |
| Mean | 14.503477 |
| Median Absolute Deviation (MAD) | 2.2520447 |
| Skewness | 0.24395347 |
| Sum | 12879.088 |
| Variance | 16.343001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.02294922 | 25 | < 0.1% |
| 14.52282715 | 24 | < 0.1% |
| 16.49029541 | 24 | < 0.1% |
| 13.7321167 | 23 | < 0.1% |
| 14.79125977 | 22 | < 0.1% |
| 13.00952148 | 18 | < 0.1% |
| 12.40130615 | 18 | < 0.1% |
| 13.75262451 | 18 | < 0.1% |
| 14.50860596 | 14 | < 0.1% |
| 12.15722656 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 4.978820801 | 6 | |
| 5.109008789 | 1 | < 0.1% |
| 5.455688477 | 1 | < 0.1% |
| 5.722167969 | 2 | < 0.1% |
| 6.002105713 | 1 | < 0.1% |
| 6.120361328 | 2 | < 0.1% |
| 6.347808838 | 1 | < 0.1% |
| 6.399993896 | 3 | |
| 6.561828613 | 1 | < 0.1% |
| 6.585113525 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.32250977 | 2 | |
| 26.01004028 | 2 | |
| 24.82562256 | 2 | |
| 24.11071777 | 3 | |
| 23.95492554 | 2 | |
| 23.51043701 | 2 | |
| 23.33062744 | 1 | < 0.1% |
| 23.30984497 | 4 | |
| 23.24798584 | 2 | |
| 22.81735229 | 1 | < 0.1% |
temp_max_c
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.966913 |
| Minimum | 9.5418701 |
|---|---|
| Maximum | 36.241394 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 9.5418701 |
|---|---|
| 5-th percentile | 14.266785 |
| Q1 | 19.648193 |
| median | 22.58963 |
| Q3 | 24.063721 |
| 95-th percentile | 28.567322 |
| Maximum | 36.241394 |
| Range | 26.699524 |
| Interquartile range (IQR) | 4.4155273 |
Descriptive statistics
| Standard deviation | 4.1913155 |
|---|---|
| Coefficient of variation (CV) | 0.1908013 |
| Kurtosis | 0.40134385 |
| Mean | 21.966913 |
| Median Absolute Deviation (MAD) | 2.315094 |
| Skewness | -0.23473885 |
| Sum | 19506.619 |
| Variance | 17.567126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.17623901 | 25 | < 0.1% |
| 23.16622925 | 24 | < 0.1% |
| 22.77563477 | 24 | < 0.1% |
| 23.36032104 | 23 | < 0.1% |
| 23.03997803 | 22 | < 0.1% |
| 17.52896118 | 18 | < 0.1% |
| 15.09567261 | 18 | < 0.1% |
| 21.38180542 | 18 | < 0.1% |
| 23.33581543 | 14 | < 0.1% |
| 20.25869751 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 9.541870117 | 1 | < 0.1% |
| 10.09637451 | 1 | < 0.1% |
| 10.15402222 | 2 | < 0.1% |
| 10.5425415 | 2 | < 0.1% |
| 11.05343628 | 2 | < 0.1% |
| 11.09521484 | 6 | |
| 11.253479 | 5 | |
| 11.42660522 | 1 | < 0.1% |
| 12.54632568 | 2 | < 0.1% |
| 13.31860352 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 36.24139404 | 2 | |
| 33.42169189 | 2 | |
| 32.300354 | 3 | |
| 31.34558105 | 2 | |
| 30.7171936 | 2 | |
| 30.39492798 | 2 | |
| 30.23547363 | 1 | < 0.1% |
| 30.12173462 | 3 | |
| 30.06210327 | 4 | |
| 29.97494507 | 1 | < 0.1% |
temp_min_c
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1055112 |
| Minimum | -1.4849548 |
|---|---|
| Maximum | 19.463043 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 26 |
| Negative (%) | < 0.1% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | -1.4849548 |
|---|---|
| 5-th percentile | 1.4329224 |
| Q1 | 5.2141113 |
| median | 7.456543 |
| Q3 | 10.378067 |
| 95-th percentile | 16.693787 |
| Maximum | 19.463043 |
| Range | 20.947998 |
| Interquartile range (IQR) | 5.1639557 |
Descriptive statistics
| Standard deviation | 4.5279855 |
|---|---|
| Coefficient of variation (CV) | 0.55863046 |
| Kurtosis | -0.31371425 |
| Mean | 8.1055112 |
| Median Absolute Deviation (MAD) | 2.7251282 |
| Skewness | 0.44596746 |
| Sum | 7197.6939 |
| Variance | 20.502652 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.018005371 | 25 | < 0.1% |
| 7.663757324 | 24 | < 0.1% |
| 9.766357422 | 24 | < 0.1% |
| 5.751159668 | 23 | < 0.1% |
| 7.757965088 | 22 | < 0.1% |
| 7.419403076 | 18 | < 0.1% |
| 10.37237549 | 18 | < 0.1% |
| 6.828063965 | 18 | < 0.1% |
| 6.429504395 | 14 | < 0.1% |
| 5.214111328 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| -1.484954834 | 1 | < 0.1% |
| -1.469390869 | 1 | < 0.1% |
| -1.309082031 | 1 | < 0.1% |
| -0.926361084 | 1 | < 0.1% |
| -0.7995910645 | 6 | |
| -0.5557556152 | 4 | |
| -0.272064209 | 4 | |
| -0.1050415039 | 1 | < 0.1% |
| -0.07550048828 | 1 | < 0.1% |
| -0.07403564453 | 6 |
| Value | Count | Frequency (%) |
| 19.46304321 | 2 | < 0.1% |
| 19.11810303 | 3 | |
| 19.034729 | 2 | < 0.1% |
| 18.97232056 | 2 | < 0.1% |
| 18.83135986 | 2 | < 0.1% |
| 18.68704224 | 1 | < 0.1% |
| 18.18920898 | 1 | < 0.1% |
| 18.04443359 | 1 | < 0.1% |
| 18.01577759 | 5 | |
| 17.97268677 | 2 | < 0.1% |
temp_range_c
Real number (ℝ)
Missing
| Distinct | 295 |
|---|---|
| Distinct (%) | 33.2% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.861402 |
| Minimum | 2.9534912 |
|---|---|
| Maximum | 21.440765 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 2.9534912 |
|---|---|
| 5-th percentile | 7.4714859 |
| Q1 | 12.209167 |
| median | 14.553741 |
| Q3 | 16.158234 |
| 95-th percentile | 17.825395 |
| Maximum | 21.440765 |
| Range | 18.487274 |
| Interquartile range (IQR) | 3.9490662 |
Descriptive statistics
| Standard deviation | 3.2813658 |
|---|---|
| Coefficient of variation (CV) | 0.23672683 |
| Kurtosis | 0.8729343 |
| Mean | 13.861402 |
| Median Absolute Deviation (MAD) | 1.9451141 |
| Skewness | -0.92373391 |
| Sum | 12308.925 |
| Variance | 10.767362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.15823364 | 25 | < 0.1% |
| 13.00927734 | 24 | < 0.1% |
| 15.50247192 | 24 | < 0.1% |
| 17.60916138 | 23 | < 0.1% |
| 15.28201294 | 22 | < 0.1% |
| 10.10955811 | 18 | < 0.1% |
| 4.723297119 | 18 | < 0.1% |
| 14.55374146 | 18 | < 0.1% |
| 16.90631104 | 14 | < 0.1% |
| 15.04458618 | 13 | < 0.1% |
| Other values (285) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 2.953491211 | 2 | < 0.1% |
| 3.429077148 | 1 | < 0.1% |
| 4.247802734 | 1 | < 0.1% |
| 4.465515137 | 5 | < 0.1% |
| 4.512695312 | 2 | < 0.1% |
| 4.608520508 | 2 | < 0.1% |
| 4.723297119 | 18 | |
| 5.088165283 | 1 | < 0.1% |
| 5.495483398 | 1 | < 0.1% |
| 5.680145264 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21.44076538 | 1 | < 0.1% |
| 20.66549683 | 1 | < 0.1% |
| 20.44842529 | 2 | < 0.1% |
| 20.21044922 | 2 | < 0.1% |
| 19.79614258 | 4 | |
| 19.29837036 | 1 | < 0.1% |
| 19.04315186 | 7 | |
| 18.96252441 | 7 | |
| 18.76193237 | 1 | < 0.1% |
| 18.67874146 | 3 |
temp_lag1d
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.503477 |
| Minimum | 4.9788208 |
|---|---|
| Maximum | 26.32251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 4.9788208 |
|---|---|
| 5-th percentile | 8.0166565 |
| Q1 | 12.157227 |
| median | 14.003479 |
| Q3 | 16.490295 |
| 95-th percentile | 21.866541 |
| Maximum | 26.32251 |
| Range | 21.343689 |
| Interquartile range (IQR) | 4.3330688 |
Descriptive statistics
| Standard deviation | 4.0426477 |
|---|---|
| Coefficient of variation (CV) | 0.27873644 |
| Kurtosis | -0.074260038 |
| Mean | 14.503477 |
| Median Absolute Deviation (MAD) | 2.2520447 |
| Skewness | 0.24395347 |
| Sum | 12879.088 |
| Variance | 16.343001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16.02294922 | 25 | < 0.1% |
| 14.52282715 | 24 | < 0.1% |
| 16.49029541 | 24 | < 0.1% |
| 13.7321167 | 23 | < 0.1% |
| 14.79125977 | 22 | < 0.1% |
| 13.00952148 | 18 | < 0.1% |
| 12.40130615 | 18 | < 0.1% |
| 13.75262451 | 18 | < 0.1% |
| 14.50860596 | 14 | < 0.1% |
| 12.15722656 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 4.978820801 | 6 | |
| 5.109008789 | 1 | < 0.1% |
| 5.455688477 | 1 | < 0.1% |
| 5.722167969 | 2 | < 0.1% |
| 6.002105713 | 1 | < 0.1% |
| 6.120361328 | 2 | < 0.1% |
| 6.347808838 | 1 | < 0.1% |
| 6.399993896 | 3 | |
| 6.561828613 | 1 | < 0.1% |
| 6.585113525 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.32250977 | 2 | |
| 26.01004028 | 2 | |
| 24.82562256 | 2 | |
| 24.11071777 | 3 | |
| 23.95492554 | 2 | |
| 23.51043701 | 2 | |
| 23.33062744 | 1 | < 0.1% |
| 23.30984497 | 4 | |
| 23.24798584 | 2 | |
| 22.81735229 | 1 | < 0.1% |
temp_lag3d
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.582194 |
| Minimum | 6.528066 |
|---|---|
| Maximum | 25.396169 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 6.528066 |
|---|---|
| 5-th percentile | 8.5402222 |
| Q1 | 12.411395 |
| median | 14.109039 |
| Q3 | 16.693186 |
| 95-th percentile | 21.307429 |
| Maximum | 25.396169 |
| Range | 18.868103 |
| Interquartile range (IQR) | 4.2817917 |
Descriptive statistics
| Standard deviation | 3.8480293 |
|---|---|
| Coefficient of variation (CV) | 0.26388548 |
| Kurtosis | -0.36058754 |
| Mean | 14.582194 |
| Median Absolute Deviation (MAD) | 2.2449646 |
| Skewness | 0.30674608 |
| Sum | 12948.988 |
| Variance | 14.807329 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.04130046 | 25 | < 0.1% |
| 15.05118815 | 24 | < 0.1% |
| 16.69318644 | 24 | < 0.1% |
| 14.75929769 | 23 | < 0.1% |
| 14.10903931 | 22 | < 0.1% |
| 13.07942708 | 18 | < 0.1% |
| 13.89194743 | 18 | < 0.1% |
| 13.05448405 | 18 | < 0.1% |
| 14.21485392 | 14 | < 0.1% |
| 13.33895874 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 6.528065999 | 3 | |
| 6.811462402 | 1 | < 0.1% |
| 7.012400309 | 2 | < 0.1% |
| 7.103403727 | 1 | < 0.1% |
| 7.118103027 | 1 | < 0.1% |
| 7.206787109 | 6 | |
| 7.221354167 | 1 | < 0.1% |
| 7.328796387 | 1 | < 0.1% |
| 7.524027507 | 2 | < 0.1% |
| 7.571105957 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 25.39616903 | 2 | |
| 24.63198853 | 2 | |
| 24.16194661 | 2 | |
| 24.11238607 | 1 | < 0.1% |
| 23.51117961 | 1 | < 0.1% |
| 23.11790975 | 2 | |
| 22.91533407 | 1 | < 0.1% |
| 22.60540771 | 3 | |
| 22.55063883 | 2 | |
| 22.48996989 | 2 |
temp_lag7d
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.666129 |
| Minimum | 6.8862043 |
|---|---|
| Maximum | 24.436964 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 6.8862043 |
|---|---|
| 5-th percentile | 8.4798226 |
| Q1 | 12.32496 |
| median | 14.404454 |
| Q3 | 16.525761 |
| 95-th percentile | 21.399849 |
| Maximum | 24.436964 |
| Range | 17.550759 |
| Interquartile range (IQR) | 4.2008013 |
Descriptive statistics
| Standard deviation | 3.698337 |
|---|---|
| Coefficient of variation (CV) | 0.25216858 |
| Kurtosis | -0.40421102 |
| Mean | 14.666129 |
| Median Absolute Deviation (MAD) | 2.0794939 |
| Skewness | 0.27711551 |
| Sum | 13023.522 |
| Variance | 13.677696 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.19352504 | 25 | < 0.1% |
| 14.49659947 | 24 | < 0.1% |
| 16.39328003 | 24 | < 0.1% |
| 14.59982736 | 23 | < 0.1% |
| 14.56769235 | 22 | < 0.1% |
| 14.79554967 | 18 | < 0.1% |
| 15.25706264 | 18 | < 0.1% |
| 14.40445382 | 18 | < 0.1% |
| 14.23242188 | 14 | < 0.1% |
| 13.90238735 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 6.886204311 | 1 | < 0.1% |
| 7.024466378 | 2 | < 0.1% |
| 7.482727051 | 2 | < 0.1% |
| 7.501918248 | 6 | |
| 7.71282959 | 1 | < 0.1% |
| 7.757899693 | 4 | |
| 7.934879848 | 1 | < 0.1% |
| 7.983655657 | 1 | < 0.1% |
| 7.992880685 | 3 | |
| 8.057128906 | 4 |
| Value | Count | Frequency (%) |
| 24.43696376 | 1 | < 0.1% |
| 24.20197405 | 2 | < 0.1% |
| 23.83976092 | 1 | < 0.1% |
| 23.56842913 | 3 | |
| 22.4234096 | 2 | < 0.1% |
| 22.32135882 | 1 | < 0.1% |
| 22.04007394 | 5 | |
| 22.02305385 | 1 | < 0.1% |
| 21.99434989 | 5 | |
| 21.94569179 | 1 | < 0.1% |
temp_lag14d
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.850526 |
| Minimum | 7.8528551 |
|---|---|
| Maximum | 22.647117 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 7.8528551 |
|---|---|
| 5-th percentile | 9.2700983 |
| Q1 | 12.169412 |
| median | 14.644039 |
| Q3 | 17.332783 |
| 95-th percentile | 21.334483 |
| Maximum | 22.647117 |
| Range | 14.794261 |
| Interquartile range (IQR) | 5.1633704 |
Descriptive statistics
| Standard deviation | 3.6310447 |
|---|---|
| Coefficient of variation (CV) | 0.24450614 |
| Kurtosis | -0.71471804 |
| Mean | 14.850526 |
| Median Absolute Deviation (MAD) | 2.4789145 |
| Skewness | 0.27508636 |
| Sum | 13187.267 |
| Variance | 13.184486 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.07871137 | 25 | < 0.1% |
| 14.87683105 | 24 | < 0.1% |
| 16.66535732 | 24 | < 0.1% |
| 14.69768851 | 23 | < 0.1% |
| 14.39576721 | 22 | < 0.1% |
| 15.46229117 | 18 | < 0.1% |
| 15.62964521 | 18 | < 0.1% |
| 15.39886693 | 18 | < 0.1% |
| 14.36451067 | 14 | < 0.1% |
| 14.23503985 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 7.852855137 | 3 | |
| 7.885607038 | 1 | < 0.1% |
| 8.061192104 | 1 | < 0.1% |
| 8.065189907 | 1 | < 0.1% |
| 8.105303083 | 4 | |
| 8.283695766 | 2 | |
| 8.335658482 | 1 | < 0.1% |
| 8.338368007 | 2 | |
| 8.411863055 | 2 | |
| 8.426509312 | 2 |
| Value | Count | Frequency (%) |
| 22.64711652 | 3 | |
| 22.2319118 | 1 | < 0.1% |
| 22.04961722 | 5 | |
| 22.04314532 | 1 | < 0.1% |
| 21.98414176 | 1 | < 0.1% |
| 21.93500192 | 2 | < 0.1% |
| 21.89841134 | 1 | < 0.1% |
| 21.83843776 | 2 | < 0.1% |
| 21.7681318 | 2 | < 0.1% |
| 21.73793466 | 1 | < 0.1% |
temp_lag21d
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.971551 |
| Minimum | 8.2628421 |
|---|---|
| Maximum | 21.927034 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 8.2628421 |
|---|---|
| 5-th percentile | 9.5275522 |
| Q1 | 12.289772 |
| median | 15.073832 |
| Q3 | 17.250674 |
| 95-th percentile | 21.208546 |
| Maximum | 21.927034 |
| Range | 13.664192 |
| Interquartile range (IQR) | 4.9609026 |
Descriptive statistics
| Standard deviation | 3.5603356 |
|---|---|
| Coefficient of variation (CV) | 0.23780672 |
| Kurtosis | -0.83935337 |
| Mean | 14.971551 |
| Median Absolute Deviation (MAD) | 2.5709882 |
| Skewness | 0.21728168 |
| Sum | 13294.738 |
| Variance | 12.67599 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.35288929 | 25 | < 0.1% |
| 15.2519633 | 24 | < 0.1% |
| 16.52548654 | 24 | < 0.1% |
| 15.17480323 | 23 | < 0.1% |
| 15.07383219 | 22 | < 0.1% |
| 16.03476097 | 18 | < 0.1% |
| 16.1992885 | 18 | < 0.1% |
| 15.91172282 | 18 | < 0.1% |
| 14.66202799 | 14 | < 0.1% |
| 14.23130726 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 8.262842088 | 1 | < 0.1% |
| 8.456750779 | 2 | |
| 8.47807094 | 1 | < 0.1% |
| 8.537514823 | 3 | |
| 8.575930641 | 1 | < 0.1% |
| 8.783253988 | 1 | < 0.1% |
| 8.788789295 | 2 | |
| 8.791756766 | 1 | < 0.1% |
| 8.79528518 | 4 | |
| 8.796007429 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21.92703392 | 2 | |
| 21.91995385 | 1 | < 0.1% |
| 21.80487351 | 1 | < 0.1% |
| 21.74970209 | 2 | |
| 21.69184948 | 2 | |
| 21.66524542 | 1 | < 0.1% |
| 21.66475423 | 1 | < 0.1% |
| 21.65684001 | 1 | < 0.1% |
| 21.65609596 | 3 | |
| 21.63481503 | 1 | < 0.1% |
temp_lag30d
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.176459 |
| Minimum | 8.5436798 |
|---|---|
| Maximum | 21.773014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 8.5436798 |
|---|---|
| 5-th percentile | 9.8961349 |
| Q1 | 12.162722 |
| median | 15.584126 |
| Q3 | 17.198543 |
| 95-th percentile | 21.25174 |
| Maximum | 21.773014 |
| Range | 13.229335 |
| Interquartile range (IQR) | 5.0358215 |
Descriptive statistics
| Standard deviation | 3.5118803 |
|---|---|
| Coefficient of variation (CV) | 0.23140314 |
| Kurtosis | -0.90352245 |
| Mean | 15.176459 |
| Median Absolute Deviation (MAD) | 2.6350779 |
| Skewness | 0.13540262 |
| Sum | 13476.696 |
| Variance | 12.333303 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.98465576 | 25 | < 0.1% |
| 15.92819722 | 24 | < 0.1% |
| 17.09950765 | 24 | < 0.1% |
| 15.77799683 | 23 | < 0.1% |
| 15.58412577 | 22 | < 0.1% |
| 16.23932393 | 18 | < 0.1% |
| 16.45068054 | 18 | < 0.1% |
| 16.0702006 | 18 | < 0.1% |
| 15.18809102 | 14 | < 0.1% |
| 14.81941935 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 8.54367981 | 1 | < 0.1% |
| 8.57419637 | 2 | |
| 8.57488505 | 3 | |
| 8.654159546 | 1 | < 0.1% |
| 8.733612061 | 1 | < 0.1% |
| 8.944787598 | 2 | |
| 8.992101034 | 1 | < 0.1% |
| 9.013632202 | 1 | < 0.1% |
| 9.109289551 | 1 | < 0.1% |
| 9.140966797 | 2 |
| Value | Count | Frequency (%) |
| 21.77301432 | 3 | |
| 21.74440816 | 1 | < 0.1% |
| 21.67832947 | 1 | < 0.1% |
| 21.60567627 | 1 | < 0.1% |
| 21.54058838 | 2 | |
| 21.50557149 | 1 | < 0.1% |
| 21.49080302 | 2 | |
| 21.44036458 | 2 | |
| 21.43677673 | 1 | < 0.1% |
| 21.43131002 | 1 | < 0.1% |
temp_variability_7d
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3868453 |
| Minimum | 0.32363731 |
|---|---|
| Maximum | 6.1832705 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.32363731 |
|---|---|
| 5-th percentile | 0.44317504 |
| Q1 | 0.81322763 |
| median | 1.2300129 |
| Q3 | 1.689106 |
| 95-th percentile | 2.8294958 |
| Maximum | 6.1832705 |
| Range | 5.8596332 |
| Interquartile range (IQR) | 0.87587834 |
Descriptive statistics
| Standard deviation | 0.79131031 |
|---|---|
| Coefficient of variation (CV) | 0.57058297 |
| Kurtosis | 6.6663669 |
| Mean | 1.3868453 |
| Median Absolute Deviation (MAD) | 0.44061814 |
| Skewness | 1.8258614 |
| Sum | 1231.5186 |
| Variance | 0.626172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.236932848 | 25 | < 0.1% |
| 0.9516152744 | 24 | < 0.1% |
| 0.4618736344 | 24 | < 0.1% |
| 0.7886561119 | 23 | < 0.1% |
| 0.7592471711 | 22 | < 0.1% |
| 1.689105971 | 18 | < 0.1% |
| 1.555869471 | 18 | < 0.1% |
| 1.541823159 | 18 | < 0.1% |
| 0.4194631588 | 14 | < 0.1% |
| 0.9149536132 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 0.3236373111 | 2 | < 0.1% |
| 0.3602052683 | 2 | < 0.1% |
| 0.3684513305 | 1 | < 0.1% |
| 0.3762599142 | 12 | |
| 0.4194631588 | 14 | |
| 0.4210551693 | 4 | < 0.1% |
| 0.4421420235 | 10 | |
| 0.445093493 | 4 | < 0.1% |
| 0.4618736344 | 24 | |
| 0.4772393866 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6.183270538 | 5 | |
| 3.819523766 | 2 | < 0.1% |
| 3.698445628 | 3 | |
| 3.567211977 | 1 | < 0.1% |
| 3.344920511 | 1 | < 0.1% |
| 3.288690275 | 2 | < 0.1% |
| 3.148372968 | 1 | < 0.1% |
| 3.135033229 | 1 | < 0.1% |
| 3.121211102 | 2 | < 0.1% |
| 3.014122245 | 2 | < 0.1% |
temp_variability_30d
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9550827 |
| Minimum | 0.93819037 |
|---|---|
| Maximum | 4.5627344 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.93819037 |
|---|---|
| 5-th percentile | 1.2130117 |
| Q1 | 1.5969549 |
| median | 1.7942443 |
| Q3 | 2.2763114 |
| 95-th percentile | 2.8580624 |
| Maximum | 4.5627344 |
| Range | 3.624544 |
| Interquartile range (IQR) | 0.67935649 |
Descriptive statistics
| Standard deviation | 0.55233943 |
|---|---|
| Coefficient of variation (CV) | 0.28251462 |
| Kurtosis | 2.4626191 |
| Mean | 1.9550827 |
| Median Absolute Deviation (MAD) | 0.31596297 |
| Skewness | 1.1489426 |
| Sum | 1736.1134 |
| Variance | 0.30507885 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.593421118 | 25 | < 0.1% |
| 1.614783646 | 24 | < 0.1% |
| 1.794244316 | 24 | < 0.1% |
| 1.602029339 | 23 | < 0.1% |
| 1.586562359 | 22 | < 0.1% |
| 1.735176535 | 18 | < 0.1% |
| 1.714242478 | 18 | < 0.1% |
| 1.721540127 | 18 | < 0.1% |
| 1.402436563 | 14 | < 0.1% |
| 1.299776302 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 0.9381903747 | 4 | |
| 1.017500455 | 1 | < 0.1% |
| 1.026124002 | 2 | |
| 1.035188129 | 1 | < 0.1% |
| 1.035631542 | 1 | < 0.1% |
| 1.036591022 | 2 | |
| 1.048497734 | 2 | |
| 1.04934279 | 1 | < 0.1% |
| 1.106196138 | 1 | < 0.1% |
| 1.111699233 | 2 |
| Value | Count | Frequency (%) |
| 4.562734396 | 5 | |
| 3.973386212 | 2 | < 0.1% |
| 3.805440056 | 1 | < 0.1% |
| 3.744325364 | 2 | < 0.1% |
| 3.668824318 | 1 | < 0.1% |
| 3.61430973 | 2 | < 0.1% |
| 3.532342524 | 1 | < 0.1% |
| 3.420205781 | 1 | < 0.1% |
| 3.273138693 | 1 | < 0.1% |
| 3.233709246 | 2 | < 0.1% |
apparent_temp
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.833529 |
| Minimum | 8.2246424 |
|---|---|
| Maximum | 53.466557 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 8.2246424 |
|---|---|
| 5-th percentile | 14.642363 |
| Q1 | 22.783892 |
| median | 27.608551 |
| Q3 | 30.125997 |
| 95-th percentile | 38.229124 |
| Maximum | 53.466557 |
| Range | 45.241915 |
| Interquartile range (IQR) | 7.3421048 |
Descriptive statistics
| Standard deviation | 6.9327427 |
|---|---|
| Coefficient of variation (CV) | 0.2583612 |
| Kurtosis | 0.44204015 |
| Mean | 26.833529 |
| Median Absolute Deviation (MAD) | 3.8270046 |
| Skewness | 0.039399906 |
| Sum | 23828.174 |
| Variance | 48.062922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30.32088673 | 25 | < 0.1% |
| 28.58534679 | 24 | < 0.1% |
| 27.9225429 | 24 | < 0.1% |
| 28.91643949 | 23 | < 0.1% |
| 28.37059915 | 22 | < 0.1% |
| 19.47193396 | 18 | < 0.1% |
| 15.83865234 | 18 | < 0.1% |
| 25.59539311 | 18 | < 0.1% |
| 28.87457285 | 14 | < 0.1% |
| 23.76349214 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| 8.224642362 | 1 | < 0.1% |
| 8.942428972 | 1 | < 0.1% |
| 9.017591841 | 2 | < 0.1% |
| 9.52680753 | 2 | < 0.1% |
| 10.203446 | 2 | < 0.1% |
| 10.25913158 | 6 | |
| 10.47056221 | 5 | |
| 10.70272539 | 1 | < 0.1% |
| 12.22642514 | 2 | < 0.1% |
| 13.29968545 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.4665569 | 2 | |
| 47.65840693 | 2 | |
| 45.41623877 | 3 | |
| 43.53745298 | 2 | |
| 42.31614398 | 2 | |
| 41.69448861 | 2 | |
| 41.38807394 | 1 | < 0.1% |
| 41.16998333 | 3 | |
| 41.05580046 | 4 | |
| 40.88910458 | 1 | < 0.1% |
temp_anomaly
Real number (ℝ)
Missing
| Distinct | 296 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.67298189 |
| Minimum | -10.616883 |
|---|---|
| Maximum | 7.4131765 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 610 |
| Negative (%) | 0.8% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | -10.616883 |
|---|---|
| 5-th percentile | -4.0493744 |
| Q1 | -2.0458801 |
| median | -0.67948507 |
| Q3 | 0.32712504 |
| 95-th percentile | 3.4283661 |
| Maximum | 7.4131765 |
| Range | 18.03006 |
| Interquartile range (IQR) | 2.3730052 |
Descriptive statistics
| Standard deviation | 2.4078335 |
|---|---|
| Coefficient of variation (CV) | -3.5778578 |
| Kurtosis | 1.7336624 |
| Mean | -0.67298189 |
| Median Absolute Deviation (MAD) | 1.281367 |
| Skewness | -0.13545401 |
| Sum | -597.60791 |
| Variance | 5.7976621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03829345703 | 25 | < 0.1% |
| -1.405370076 | 24 | < 0.1% |
| -0.6092122396 | 24 | < 0.1% |
| -2.045880127 | 23 | < 0.1% |
| -0.7928660075 | 22 | < 0.1% |
| -3.22980245 | 18 | < 0.1% |
| -4.04937439 | 18 | < 0.1% |
| -2.31757609 | 18 | < 0.1% |
| -0.6794850667 | 14 | < 0.1% |
| -2.66219279 | 13 | < 0.1% |
| Other values (286) | 689 | 0.9% |
| (Missing) | 72237 |
| Value | Count | Frequency (%) |
| -10.61688334 | 5 | |
| -7.18390096 | 6 | |
| -6.792049154 | 4 | |
| -6.050920614 | 1 | < 0.1% |
| -6.0396993 | 1 | < 0.1% |
| -6.000528971 | 1 | < 0.1% |
| -5.950136312 | 2 | < 0.1% |
| -5.824041748 | 2 | < 0.1% |
| -5.525768026 | 2 | < 0.1% |
| -5.472108968 | 3 |
| Value | Count | Frequency (%) |
| 7.413176473 | 2 | < 0.1% |
| 5.941556803 | 3 | |
| 5.65585022 | 1 | < 0.1% |
| 5.338481649 | 2 | < 0.1% |
| 5.162606812 | 5 | |
| 4.975940959 | 2 | < 0.1% |
| 4.86237793 | 2 | < 0.1% |
| 4.678160604 | 2 | < 0.1% |
| 4.352469889 | 6 | |
| 4.132304891 | 1 | < 0.1% |
heat_wave_day
Categorical
Imbalance Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Memory size | 571.4 KiB |
| 0.0 | |
|---|---|
| 1.0 | 21 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 867 | 1.2% |
| 1.0 | 21 | < 0.1% |
| (Missing) | 72237 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 867 | |
| 1.0 | 21 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1755 | |
| . | 888 | |
| 1 | 21 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1776 | |
| Other Punctuation | 888 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1755 | |
| 1 | 21 | 1.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 888 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2664 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1755 | |
| . | 888 | |
| 1 | 21 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2664 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1755 | |
| . | 888 | |
| 1 | 21 | 0.8% |
heat_stress_category
Categorical
Imbalance Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 72237 |
| Missing (%) | 98.8% |
| Memory size | 571.4 KiB |
| Comfortable | |
|---|---|
| Warm | |
| Cold | 49 |
| Hot | 19 |
| Extreme Heat | 2 |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 9.2623874 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cold |
|---|---|
| 2nd row | Comfortable |
| 3rd row | Warm |
| 4th row | Warm |
| 5th row | Warm |
Common Values
| Value | Count | Frequency (%) |
| Comfortable | 668 | 0.9% |
| Warm | 150 | 0.2% |
| Cold | 49 | 0.1% |
| Hot | 19 | < 0.1% |
| Extreme Heat | 2 | < 0.1% |
| (Missing) | 72237 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| comfortable | 668 | |
| warm | 150 | 16.9% |
| cold | 49 | 5.5% |
| hot | 19 | 2.1% |
| extreme | 2 | 0.2% |
| heat | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1404 | |
| m | 820 | |
| r | 820 | |
| a | 820 | |
| C | 717 | |
| l | 717 | |
| t | 691 | |
| e | 674 | |
| f | 668 | |
| b | 668 | |
| Other values (6) | 226 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7333 | |
| Uppercase Letter | 890 | 10.8% |
| Space Separator | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1404 | |
| m | 820 | |
| r | 820 | |
| a | 820 | |
| l | 717 | |
| t | 691 | |
| e | 674 | |
| f | 668 | |
| b | 668 | |
| d | 49 | 0.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 717 | |
| W | 150 | 16.9% |
| H | 21 | 2.4% |
| E | 2 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8223 | |
| Common | 2 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1404 | |
| m | 820 | |
| r | 820 | |
| a | 820 | |
| C | 717 | |
| l | 717 | |
| t | 691 | |
| e | 674 | |
| f | 668 | |
| b | 668 | |
| Other values (5) | 224 | 2.7% |
Common
| Value | Count | Frequency (%) |
| 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8225 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 1404 | |
| m | 820 | |
| r | 820 | |
| a | 820 | |
| C | 717 | |
| l | 717 | |
| t | 691 | |
| e | 674 | |
| f | 668 | |
| b | 668 | |
| Other values (6) | 226 | 2.7% |
fasting_insulin
Real number (ℝ)
Missing
| Distinct | 615 |
|---|---|
| Distinct (%) | 35.9% |
| Missing | 71412 |
| Missing (%) | 97.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.371967 |
| Minimum | 1.2 |
|---|---|
| Maximum | 160 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 1.2 |
|---|---|
| 5-th percentile | 1.99 |
| Q1 | 4.52 |
| median | 8.3 |
| Q3 | 13.3 |
| 95-th percentile | 25.64 |
| Maximum | 160 |
| Range | 158.8 |
| Interquartile range (IQR) | 8.78 |
Descriptive statistics
| Standard deviation | 9.620464 |
|---|---|
| Coefficient of variation (CV) | 0.92754477 |
| Kurtosis | 70.654931 |
| Mean | 10.371967 |
| Median Absolute Deviation (MAD) | 4.1 |
| Skewness | 5.8228406 |
| Sum | 17767.18 |
| Variance | 92.553328 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.99 | 109 | 0.1% |
| 1.9 | 32 | < 0.1% |
| 4.6 | 16 | < 0.1% |
| 4.7 | 13 | < 0.1% |
| 9.7 | 13 | < 0.1% |
| 10.3 | 13 | < 0.1% |
| 12.3 | 13 | < 0.1% |
| 10.7 | 12 | < 0.1% |
| 4.2 | 12 | < 0.1% |
| 3.6 | 11 | < 0.1% |
| Other values (605) | 1469 | 2.0% |
| (Missing) | 71412 |
| Value | Count | Frequency (%) |
| 1.2 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 1.8 | 2 | < 0.1% |
| 1.9 | 32 | < 0.1% |
| 1.99 | 109 | |
| 2 | 3 | < 0.1% |
| 2.01 | 3 | < 0.1% |
| 2.02 | 1 | < 0.1% |
| 2.06 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 160 | 1 | |
| 156 | 1 | |
| 87.9 | 1 | |
| 77.7 | 1 | |
| 74.7 | 1 | |
| 62 | 1 | |
| 58.9 | 1 | |
| 58.1 | 1 | |
| 54 | 1 | |
| 50 | 1 |
hba1c
Real number (ℝ)
Missing
| Distinct | 77 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 72140 |
| Missing (%) | 98.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.057868 |
| Minimum | 3.9 |
|---|---|
| Maximum | 20.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 3.9 |
|---|---|
| 5-th percentile | 4.8 |
| Q1 | 5.4 |
| median | 5.8 |
| Q3 | 6.3 |
| 95-th percentile | 8.3 |
| Maximum | 20.5 |
| Range | 16.6 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 1.361365 |
|---|---|
| Coefficient of variation (CV) | 0.22472674 |
| Kurtosis | 22.288068 |
| Mean | 6.057868 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 3.7109478 |
| Sum | 5967 |
| Variance | 1.8533146 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.4 | 65 | 0.1% |
| 5.8 | 62 | 0.1% |
| 5.3 | 61 | 0.1% |
| 5.7 | 60 | 0.1% |
| 5.5 | 56 | 0.1% |
| 6 | 50 | 0.1% |
| 5.6 | 50 | 0.1% |
| 6.2 | 43 | 0.1% |
| 6.1 | 42 | 0.1% |
| 6.4 | 42 | 0.1% |
| Other values (67) | 454 | 0.6% |
| (Missing) | 72140 |
| Value | Count | Frequency (%) |
| 3.9 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 4.1 | 2 | < 0.1% |
| 4.2 | 2 | < 0.1% |
| 4.3 | 6 | |
| 4.4 | 3 | < 0.1% |
| 4.5 | 3 | < 0.1% |
| 4.6 | 10 | |
| 4.7 | 10 | |
| 4.8 | 14 |
| Value | Count | Frequency (%) |
| 20.5 | 1 | |
| 14.8 | 1 | |
| 14 | 1 | |
| 13.8 | 1 | |
| 13.6 | 2 | |
| 13.3 | 1 | |
| 12.8 | 1 | |
| 12.6 | 1 | |
| 12.5 | 1 | |
| 12.3 | 1 |
hs_crp
Real number (ℝ)
Missing
| Distinct | 303 |
|---|---|
| Distinct (%) | 31.7% |
| Missing | 72170 |
| Missing (%) | 98.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1122513 |
| Minimum | 0.3 |
|---|---|
| Maximum | 275.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 1.55 |
| median | 3.6 |
| Q3 | 8.4 |
| 95-th percentile | 23.3 |
| Maximum | 275.3 |
| Range | 275 |
| Interquartile range (IQR) | 6.85 |
Descriptive statistics
| Standard deviation | 13.263993 |
|---|---|
| Coefficient of variation (CV) | 1.86495 |
| Kurtosis | 186.14507 |
| Mean | 7.1122513 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 10.738867 |
| Sum | 6792.2 |
| Variance | 175.93352 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 42 | 0.1% |
| 0.6 | 17 | < 0.1% |
| 1.1 | 16 | < 0.1% |
| 0.8 | 16 | < 0.1% |
| 1.3 | 16 | < 0.1% |
| 1.2 | 16 | < 0.1% |
| 1.5 | 13 | < 0.1% |
| 2.7 | 12 | < 0.1% |
| 0.9 | 12 | < 0.1% |
| 1.8 | 12 | < 0.1% |
| Other values (293) | 783 | 1.1% |
| (Missing) | 72170 |
| Value | Count | Frequency (%) |
| 0.3 | 42 | |
| 0.35 | 3 | < 0.1% |
| 0.4 | 8 | < 0.1% |
| 0.45 | 4 | < 0.1% |
| 0.5 | 11 | < 0.1% |
| 0.55 | 3 | < 0.1% |
| 0.6 | 17 | |
| 0.65 | 4 | < 0.1% |
| 0.7 | 10 | < 0.1% |
| 0.75 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 275.3 | 1 | |
| 119.5 | 1 | |
| 104.6 | 1 | |
| 96.55 | 1 | |
| 66 | 1 | |
| 62.3 | 1 | |
| 57.4 | 1 | |
| 54.7 | 1 | |
| 52.75 | 1 | |
| 49.3 | 1 |
who_glycemic_status
Categorical
Missing
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 72144 |
| Missing (%) | 98.7% |
| Memory size | 571.4 KiB |
| NGT | |
|---|---|
| T2D | |
| IGT | |
| IFG | 28 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IGT |
|---|---|
| 2nd row | IFG |
| 3rd row | NGT |
| 4th row | NGT |
| 5th row | NGT |
Common Values
| Value | Count | Frequency (%) |
| NGT | 721 | 1.0% |
| T2D | 120 | 0.2% |
| IGT | 112 | 0.2% |
| IFG | 28 | < 0.1% |
| (Missing) | 72144 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| ngt | 721 | |
| t2d | 120 | 12.2% |
| igt | 112 | 11.4% |
| ifg | 28 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 953 | |
| G | 861 | |
| N | 721 | |
| I | 140 | 4.8% |
| 2 | 120 | 4.1% |
| D | 120 | 4.1% |
| F | 28 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2823 | |
| Decimal Number | 120 | 4.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 953 | |
| G | 861 | |
| N | 721 | |
| I | 140 | 5.0% |
| D | 120 | 4.3% |
| F | 28 | 1.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 120 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2823 | |
| Common | 120 | 4.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 953 | |
| G | 861 | |
| N | 721 | |
| I | 140 | 5.0% |
| D | 120 | 4.3% |
| F | 28 | 1.0% |
Common
| Value | Count | Frequency (%) |
| 2 | 120 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2943 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 953 | |
| G | 861 | |
| N | 721 | |
| I | 140 | 4.8% |
| 2 | 120 | 4.1% |
| D | 120 | 4.1% |
| F | 28 | 1.0% |
hip_circumference
Real number (ℝ)
Missing
| Distinct | 207 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 71558 |
| Missing (%) | 97.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 394.28448 |
| Minimum | 0.1 |
|---|---|
| Maximum | 9850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.87 |
| Q1 | 1.02 |
| median | 1.18 |
| Q3 | 990 |
| 95-th percentile | 1230 |
| Maximum | 9850 |
| Range | 9849.9 |
| Interquartile range (IQR) | 988.98 |
Descriptive statistics
| Standard deviation | 590.56717 |
|---|---|
| Coefficient of variation (CV) | 1.49782 |
| Kurtosis | 45.758259 |
| Mean | 394.28448 |
| Median Absolute Deviation (MAD) | 0.24 |
| Skewness | 3.6390363 |
| Sum | 617843.78 |
| Variance | 348769.59 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.13 | 30 | < 0.1% |
| 1.04 | 29 | < 0.1% |
| 1.08 | 28 | < 0.1% |
| 1.12 | 27 | < 0.1% |
| 1.15 | 27 | < 0.1% |
| 1.01 | 26 | < 0.1% |
| 1.05 | 26 | < 0.1% |
| 1.03 | 26 | < 0.1% |
| 0.99 | 25 | < 0.1% |
| 0.94 | 25 | < 0.1% |
| Other values (197) | 1298 | 1.8% |
| (Missing) | 71558 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | < 0.1% |
| 0.44 | 1 | < 0.1% |
| 0.67 | 1 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.78 | 2 | < 0.1% |
| 0.79 | 6 | |
| 0.8 | 2 | < 0.1% |
| 0.81 | 2 | < 0.1% |
| 0.82 | 10 | |
| 0.83 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 9850 | 1 | |
| 6125 | 1 | |
| 1970 | 1 | |
| 1660 | 1 | |
| 1620 | 1 | |
| 1600 | 1 | |
| 1580 | 1 | |
| 1550 | 1 | |
| 1510 | 1 | |
| 1495 | 1 |
waist_hip_ratio
Real number (ℝ)
Missing Skewed
| Distinct | 1012 |
|---|---|
| Distinct (%) | 64.6% |
| Missing | 71558 |
| Missing (%) | 97.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.87730209 |
| Minimum | 0.0047346939 |
|---|---|
| Maximum | 8.6320755 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0.0047346939 |
|---|---|
| 5-th percentile | 0.72727273 |
| Q1 | 0.80220446 |
| median | 0.86440678 |
| Q3 | 0.93159537 |
| 95-th percentile | 1.0245902 |
| Maximum | 8.6320755 |
| Range | 8.6273408 |
| Interquartile range (IQR) | 0.12939091 |
Descriptive statistics
| Standard deviation | 0.29619376 |
|---|---|
| Coefficient of variation (CV) | 0.3376189 |
| Kurtosis | 594.70343 |
| Mean | 0.87730209 |
| Median Absolute Deviation (MAD) | 0.06440678 |
| Skewness | 22.782214 |
| Sum | 1374.7324 |
| Variance | 0.087730745 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 21 | < 0.1% |
| 0.82 | 20 | < 0.1% |
| 0.78 | 19 | < 0.1% |
| 0.75 | 16 | < 0.1% |
| 0.8 | 15 | < 0.1% |
| 0.83 | 15 | < 0.1% |
| 0.84 | 14 | < 0.1% |
| 0.81 | 14 | < 0.1% |
| 0.77 | 14 | < 0.1% |
| 0.79 | 14 | < 0.1% |
| Other values (1002) | 1405 | 1.9% |
| (Missing) | 71558 |
| Value | Count | Frequency (%) |
| 0.004734693878 | 1 | |
| 0.081 | 1 | |
| 0.08372093023 | 1 | |
| 0.08629441624 | 1 | |
| 0.4010152284 | 1 | |
| 0.578313253 | 1 | |
| 0.62 | 1 | |
| 0.6214285714 | 1 | |
| 0.6382978723 | 1 | |
| 0.6448598131 | 1 |
| Value | Count | Frequency (%) |
| 8.632075472 | 1 | |
| 8.6 | 1 | |
| 1.886363636 | 1 | |
| 1.359223301 | 1 | |
| 1.328358209 | 1 | |
| 1.259956549 | 1 | |
| 1.24 | 1 | |
| 1.214876033 | 1 | |
| 1.184466019 | 1 | |
| 1.172413793 | 1 |
total_fat_mass
Real number (ℝ)
Missing
| Distinct | 1642 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 71397 |
| Missing (%) | 97.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11425.884 |
| Minimum | 5.55 |
|---|---|
| Maximum | 67095.009 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 5.55 |
|---|---|
| 5-th percentile | 10.9705 |
| Q1 | 25.475 |
| median | 46.69 |
| Q3 | 22562.392 |
| 95-th percentile | 40933.313 |
| Maximum | 67095.009 |
| Range | 67089.459 |
| Interquartile range (IQR) | 22536.917 |
Descriptive statistics
| Standard deviation | 14657.775 |
|---|---|
| Coefficient of variation (CV) | 1.282857 |
| Kurtosis | 0.021745505 |
| Mean | 11425.884 |
| Median Absolute Deviation (MAD) | 35.48 |
| Skewness | 1.0106201 |
| Sum | 19743927 |
| Variance | 2.1485038 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.59 | 3 | < 0.1% |
| 36.21 | 3 | < 0.1% |
| 26.93 | 3 | < 0.1% |
| 41.52 | 3 | < 0.1% |
| 19.26 | 2 | < 0.1% |
| 29.66 | 2 | < 0.1% |
| 25.34 | 2 | < 0.1% |
| 34.3 | 2 | < 0.1% |
| 59.6 | 2 | < 0.1% |
| 21.69 | 2 | < 0.1% |
| Other values (1632) | 1704 | 2.3% |
| (Missing) | 71397 |
| Value | Count | Frequency (%) |
| 5.55 | 1 | |
| 6.17 | 1 | |
| 6.38 | 1 | |
| 6.52 | 1 | |
| 6.66 | 1 | |
| 6.75 | 1 | |
| 6.93 | 1 | |
| 7.07 | 1 | |
| 7.14 | 1 | |
| 7.26 | 1 |
| Value | Count | Frequency (%) |
| 67095.0094 | 1 | |
| 64562.79946 | 1 | |
| 63752.16307 | 1 | |
| 63324.52263 | 1 | |
| 62653.00668 | 1 | |
| 59187.92777 | 1 | |
| 56883.03756 | 1 | |
| 56013.98792 | 1 | |
| 55383.26908 | 1 | |
| 53716.72431 | 1 |
total_lean_mass
Real number (ℝ)
Missing
| Distinct | 1613 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 71397 |
| Missing (%) | 97.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17265.844 |
| Minimum | 25.3 |
|---|---|
| Maximum | 58472.474 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 25.3 |
|---|---|
| 5-th percentile | 38.269 |
| Q1 | 48.035 |
| median | 63.9 |
| Q3 | 37408.406 |
| 95-th percentile | 45443.681 |
| Maximum | 58472.474 |
| Range | 58447.174 |
| Interquartile range (IQR) | 37360.371 |
Descriptive statistics
| Standard deviation | 19498.627 |
|---|---|
| Coefficient of variation (CV) | 1.1293179 |
| Kurtosis | -1.7257821 |
| Mean | 17265.844 |
| Median Absolute Deviation (MAD) | 25.505 |
| Skewness | 0.32946218 |
| Sum | 29835379 |
| Variance | 3.8019646 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46.83 | 3 | < 0.1% |
| 51.53 | 3 | < 0.1% |
| 48.53 | 3 | < 0.1% |
| 44.33 | 2 | < 0.1% |
| 44.5 | 2 | < 0.1% |
| 44.31 | 2 | < 0.1% |
| 44.27 | 2 | < 0.1% |
| 60.53 | 2 | < 0.1% |
| 59.98 | 2 | < 0.1% |
| 40.41 | 2 | < 0.1% |
| Other values (1603) | 1705 | 2.3% |
| (Missing) | 71397 |
| Value | Count | Frequency (%) |
| 25.3 | 1 | |
| 27.67 | 1 | |
| 28.86 | 1 | |
| 29.38 | 1 | |
| 29.51 | 1 | |
| 29.6 | 1 | |
| 29.82 | 1 | |
| 30.26 | 1 | |
| 30.78 | 1 | |
| 30.91 | 1 |
| Value | Count | Frequency (%) |
| 58472.47358 | 1 | |
| 58226.27115 | 1 | |
| 57900.01043 | 1 | |
| 57050.57558 | 1 | |
| 56767.80462 | 1 | |
| 56297.73553 | 1 | |
| 56265.62923 | 1 | |
| 55731.68891 | 1 | |
| 55201.06314 | 1 | |
| 54073.46911 | 1 |
body_fat_percent
Real number (ℝ)
Missing
| Distinct | 1605 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 71397 |
| Missing (%) | 97.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.233223 |
| Minimum | 13.331138 |
|---|---|
| Maximum | 58.754357 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 13.331138 |
|---|---|
| 5-th percentile | 18.528863 |
| Q1 | 28.425 |
| median | 37.674659 |
| Q3 | 44.2225 |
| 95-th percentile | 50.053404 |
| Maximum | 58.754357 |
| Range | 45.423219 |
| Interquartile range (IQR) | 15.7975 |
Descriptive statistics
| Standard deviation | 9.7743928 |
|---|---|
| Coefficient of variation (CV) | 0.26976327 |
| Kurtosis | -0.78912739 |
| Mean | 36.233223 |
| Median Absolute Deviation (MAD) | 7.5603413 |
| Skewness | -0.322624 |
| Sum | 62611.01 |
| Variance | 95.538754 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49.44 | 3 | < 0.1% |
| 27.77 | 3 | < 0.1% |
| 37.27 | 3 | < 0.1% |
| 22.88 | 3 | < 0.1% |
| 44.52 | 3 | < 0.1% |
| 39.85 | 3 | < 0.1% |
| 30.01 | 3 | < 0.1% |
| 47.2 | 3 | < 0.1% |
| 44.22 | 3 | < 0.1% |
| 45.19 | 2 | < 0.1% |
| Other values (1595) | 1699 | 2.3% |
| (Missing) | 71397 |
| Value | Count | Frequency (%) |
| 13.33113759 | 1 | |
| 13.37 | 1 | |
| 13.81 | 1 | |
| 13.91 | 1 | |
| 13.96 | 1 | |
| 13.97 | 1 | |
| 13.98 | 1 | |
| 14.14 | 2 | |
| 14.22 | 2 | |
| 14.23 | 1 |
| Value | Count | Frequency (%) |
| 58.75435709 | 1 | |
| 58.57336914 | 1 | |
| 57.63360737 | 1 | |
| 57.16531018 | 1 | |
| 56.90381852 | 1 | |
| 56.84288045 | 1 | |
| 56.05780126 | 1 | |
| 55.72 | 1 | |
| 55.37282469 | 1 | |
| 55.216023 | 1 |
android_fat_percent
Real number (ℝ)
Missing
| Distinct | 491 |
|---|---|
| Distinct (%) | 51.5% |
| Missing | 72171 |
| Missing (%) | 98.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9697945 |
| Minimum | 3.11 |
|---|---|
| Maximum | 13.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 3.11 |
|---|---|
| 5-th percentile | 5.59 |
| Q1 | 6.84 |
| median | 7.865 |
| Q3 | 9.0025 |
| 95-th percentile | 10.68 |
| Maximum | 13.87 |
| Range | 10.76 |
| Interquartile range (IQR) | 2.1625 |
Descriptive statistics
| Standard deviation | 1.59414 |
|---|---|
| Coefficient of variation (CV) | 0.20002272 |
| Kurtosis | 0.06489699 |
| Mean | 7.9697945 |
| Median Absolute Deviation (MAD) | 1.065 |
| Skewness | 0.20798776 |
| Sum | 7603.184 |
| Variance | 2.5412823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.59 | 7 | < 0.1% |
| 7.01 | 6 | < 0.1% |
| 7.46 | 6 | < 0.1% |
| 7.34 | 6 | < 0.1% |
| 9.1 | 6 | < 0.1% |
| 6.18 | 5 | < 0.1% |
| 8.61 | 5 | < 0.1% |
| 8.53 | 5 | < 0.1% |
| 7.4 | 5 | < 0.1% |
| 6.8 | 5 | < 0.1% |
| Other values (481) | 898 | 1.2% |
| (Missing) | 72171 |
| Value | Count | Frequency (%) |
| 3.11 | 1 | |
| 3.72 | 1 | |
| 3.92 | 1 | |
| 4.01 | 1 | |
| 4.07 | 1 | |
| 4.12 | 1 | |
| 4.21 | 1 | |
| 4.26 | 1 | |
| 4.27 | 1 | |
| 4.38 | 1 |
| Value | Count | Frequency (%) |
| 13.87 | 1 | |
| 12.73 | 1 | |
| 12.63 | 1 | |
| 12.61 | 1 | |
| 12.53 | 1 | |
| 12.21 | 1 | |
| 12.2 | 1 | |
| 12.16 | 1 | |
| 12.07 | 1 | |
| 12.01 | 1 |
fat_mass_index
Real number (ℝ)
Missing
| Distinct | 748 |
|---|---|
| Distinct (%) | 78.6% |
| Missing | 72173 |
| Missing (%) | 98.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.342966 |
| Minimum | 1.76 |
|---|---|
| Maximum | 28.408739 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 1.76 |
|---|---|
| 5-th percentile | 2.7355 |
| Q1 | 5.875 |
| median | 9.605 |
| Q3 | 14.2825 |
| 95-th percentile | 19.9605 |
| Maximum | 28.408739 |
| Range | 26.648739 |
| Interquartile range (IQR) | 8.4075 |
Descriptive statistics
| Standard deviation | 5.3870834 |
|---|---|
| Coefficient of variation (CV) | 0.52084512 |
| Kurtosis | -0.50343913 |
| Mean | 10.342966 |
| Median Absolute Deviation (MAD) | 4.21 |
| Skewness | 0.46098568 |
| Sum | 9846.5035 |
| Variance | 29.020667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.04 | 4 | < 0.1% |
| 13.92 | 4 | < 0.1% |
| 6.72 | 4 | < 0.1% |
| 8.62 | 4 | < 0.1% |
| 11.74 | 4 | < 0.1% |
| 7.53 | 3 | < 0.1% |
| 11.24 | 3 | < 0.1% |
| 12.34 | 3 | < 0.1% |
| 9.46 | 3 | < 0.1% |
| 17.48 | 3 | < 0.1% |
| Other values (738) | 917 | 1.3% |
| (Missing) | 72173 |
| Value | Count | Frequency (%) |
| 1.76 | 1 | |
| 1.91 | 1 | |
| 1.98 | 1 | |
| 2 | 1 | |
| 2.06 | 1 | |
| 2.08 | 1 | |
| 2.09 | 1 | |
| 2.1 | 1 | |
| 2.11 | 1 | |
| 2.13 | 1 |
| Value | Count | Frequency (%) |
| 28.40873947 | 1 | |
| 27.34 | 1 | |
| 26.14 | 1 | |
| 26 | 1 | |
| 24.9 | 1 | |
| 24.58 | 1 | |
| 24.47 | 1 | |
| 24.4 | 1 | |
| 24.18 | 1 | |
| 23.89 | 1 |
asmi
Real number (ℝ)
Missing
| Distinct | 353 |
|---|---|
| Distinct (%) | 37.1% |
| Missing | 72173 |
| Missing (%) | 98.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9302429 |
| Minimum | 3.02 |
|---|---|
| Maximum | 8.69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 3.02 |
|---|---|
| 5-th percentile | 3.54 |
| Q1 | 4.25 |
| median | 4.91 |
| Q3 | 5.51 |
| 95-th percentile | 6.4382654 |
| Maximum | 8.69 |
| Range | 5.67 |
| Interquartile range (IQR) | 1.26 |
Descriptive statistics
| Standard deviation | 0.90763709 |
|---|---|
| Coefficient of variation (CV) | 0.18409581 |
| Kurtosis | 0.029967658 |
| Mean | 4.9302429 |
| Median Absolute Deviation (MAD) | 0.63 |
| Skewness | 0.3624663 |
| Sum | 4693.5913 |
| Variance | 0.82380508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.51 | 10 | < 0.1% |
| 5.41 | 8 | < 0.1% |
| 4.81 | 8 | < 0.1% |
| 4.23 | 7 | < 0.1% |
| 4.38 | 7 | < 0.1% |
| 4.43 | 7 | < 0.1% |
| 4.79 | 7 | < 0.1% |
| 6.15 | 7 | < 0.1% |
| 4.07 | 7 | < 0.1% |
| 5.82 | 7 | < 0.1% |
| Other values (343) | 877 | 1.2% |
| (Missing) | 72173 |
| Value | Count | Frequency (%) |
| 3.02 | 1 | < 0.1% |
| 3.04 | 1 | < 0.1% |
| 3.05 | 1 | < 0.1% |
| 3.06 | 1 | < 0.1% |
| 3.08 | 1 | < 0.1% |
| 3.11 | 1 | < 0.1% |
| 3.17 | 3 | |
| 3.19 | 2 | |
| 3.22 | 1 | < 0.1% |
| 3.24 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.69 | 1 | |
| 8.44 | 1 | |
| 7.97 | 1 | |
| 7.84 | 1 | |
| 7.33 | 1 | |
| 7.31 | 1 | |
| 7.29 | 1 | |
| 7.28 | 1 | |
| 7.23 | 1 | |
| 7.22 | 1 |
grip_strength
Real number (ℝ)
Missing
| Distinct | 210 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 71603 |
| Missing (%) | 97.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.310138 |
| Minimum | 9.33 |
|---|---|
| Maximum | 80.666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 9.33 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 26 |
| median | 30 |
| Q3 | 38.5825 |
| 95-th percentile | 50.653 |
| Maximum | 80.666667 |
| Range | 71.336667 |
| Interquartile range (IQR) | 12.5825 |
Descriptive statistics
| Standard deviation | 9.5061599 |
|---|---|
| Coefficient of variation (CV) | 0.29421601 |
| Kurtosis | 0.29150503 |
| Mean | 32.310138 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.72255231 |
| Sum | 49176.03 |
| Variance | 90.367076 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 59 | 0.1% |
| 28 | 47 | 0.1% |
| 26 | 46 | 0.1% |
| 28.67 | 41 | 0.1% |
| 22 | 34 | < 0.1% |
| 20 | 29 | < 0.1% |
| 24 | 29 | < 0.1% |
| 30.67 | 27 | < 0.1% |
| 32 | 26 | < 0.1% |
| 29.33 | 26 | < 0.1% |
| Other values (200) | 1158 | 1.6% |
| (Missing) | 71603 |
| Value | Count | Frequency (%) |
| 9.33 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13.33 | 2 | < 0.1% |
| 13.67 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15.33 | 4 | |
| 15.67 | 1 | < 0.1% |
| 16 | 5 | |
| 16.67 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 80.66666667 | 1 | < 0.1% |
| 65.67 | 1 | < 0.1% |
| 63.33 | 2 | |
| 62.33 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 59.33 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 58 | 3 | |
| 57.67 | 2 | |
| 57.33 | 1 | < 0.1% |
epworth_sleepiness_score
Real number (ℝ)
Missing
| Distinct | 25 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 72126 |
| Missing (%) | 98.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9379379 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 85 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 15 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.6274159 |
|---|---|
| Coefficient of variation (CV) | 0.77929678 |
| Kurtosis | 1.3293393 |
| Mean | 5.9379379 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.0960219 |
| Sum | 5932 |
| Variance | 21.412978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 105 | 0.1% |
| 6 | 95 | 0.1% |
| 5 | 91 | 0.1% |
| 2 | 90 | 0.1% |
| 4 | 90 | 0.1% |
| 0 | 85 | 0.1% |
| 1 | 74 | 0.1% |
| 7 | 71 | 0.1% |
| 8 | 59 | 0.1% |
| 9 | 41 | 0.1% |
| Other values (15) | 198 | 0.3% |
| (Missing) | 72126 |
| Value | Count | Frequency (%) |
| 0 | 85 | |
| 1 | 74 | |
| 2 | 90 | |
| 3 | 105 | |
| 4 | 90 | |
| 5 | 91 | |
| 6 | 95 | |
| 7 | 71 | |
| 8 | 59 | |
| 9 | 41 | 0.1% |
| Value | Count | Frequency (%) |
| 24 | 5 | < 0.1% |
| 23 | 2 | < 0.1% |
| 22 | 2 | < 0.1% |
| 21 | 3 | < 0.1% |
| 20 | 2 | < 0.1% |
| 19 | 3 | < 0.1% |
| 18 | 3 | < 0.1% |
| 17 | 10 | |
| 16 | 12 | |
| 15 | 17 |
ses_score
Real number (ℝ)
Missing
| Distinct | 26 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 71504 |
| Missing (%) | 97.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.6039482 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 55 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.7904798 |
|---|---|
| Coefficient of variation (CV) | 0.57397177 |
| Kurtosis | 3.2668918 |
| Mean | 6.6039482 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8307773 |
| Sum | 10705 |
| Variance | 14.367737 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 233 | 0.3% |
| 6 | 167 | 0.2% |
| 4 | 162 | 0.2% |
| 2 | 161 | 0.2% |
| 7 | 157 | 0.2% |
| 9 | 126 | 0.2% |
| 10 | 126 | 0.2% |
| 11 | 103 | 0.1% |
| 5 | 86 | 0.1% |
| 1 | 70 | 0.1% |
| Other values (16) | 230 | 0.3% |
| (Missing) | 71504 |
| Value | Count | Frequency (%) |
| 0 | 55 | 0.1% |
| 1 | 70 | 0.1% |
| 2 | 161 | |
| 3 | 70 | 0.1% |
| 4 | 162 | |
| 5 | 86 | 0.1% |
| 6 | 167 | |
| 7 | 157 | |
| 8 | 233 | |
| 9 | 126 |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
| 25 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 2 | < 0.1% |
| 19 | 3 | < 0.1% |
| 18 | 8 | |
| 17 | 1 | < 0.1% |
| 16 | 7 |
asset_index
Real number (ℝ)
Missing
| Distinct | 13 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 72113 |
| Missing (%) | 98.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.7183794 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 8 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| median | 9 |
| Q3 | 10.25 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 3.25 |
Descriptive statistics
| Standard deviation | 2.2623959 |
|---|---|
| Coefficient of variation (CV) | 0.2594973 |
| Kurtosis | 1.0702233 |
| Mean | 8.7183794 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.90433973 |
| Sum | 8823 |
| Variance | 5.1184354 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 185 | 0.3% |
| 9 | 183 | 0.3% |
| 10 | 167 | 0.2% |
| 8 | 132 | 0.2% |
| 7 | 126 | 0.2% |
| 12 | 68 | 0.1% |
| 6 | 60 | 0.1% |
| 5 | 46 | 0.1% |
| 4 | 24 | < 0.1% |
| 0 | 8 | < 0.1% |
| Other values (3) | 13 | < 0.1% |
| (Missing) | 72113 |
| Value | Count | Frequency (%) |
| 0 | 8 | < 0.1% |
| 1 | 2 | < 0.1% |
| 2 | 4 | < 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 24 | < 0.1% |
| 5 | 46 | 0.1% |
| 6 | 60 | 0.1% |
| 7 | 126 | |
| 8 | 132 | |
| 9 | 183 |
| Value | Count | Frequency (%) |
| 12 | 68 | 0.1% |
| 11 | 185 | |
| 10 | 167 | |
| 9 | 183 | |
| 8 | 132 | |
| 7 | 126 | |
| 6 | 60 | 0.1% |
| 5 | 46 | 0.1% |
| 4 | 24 | < 0.1% |
| 3 | 7 | < 0.1% |
vitamin_d
Real number (ℝ)
Missing
| Distinct | 226 |
|---|---|
| Distinct (%) | 52.2% |
| Missing | 72692 |
| Missing (%) | 99.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.607085 |
| Minimum | 16.5336 |
|---|---|
| Maximum | 124.251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 571.4 KiB |
Quantile statistics
| Minimum | 16.5336 |
|---|---|
| 5-th percentile | 31.4736 |
| Q1 | 49.302 |
| median | 60.756 |
| Q3 | 73.455 |
| 95-th percentile | 92.6778 |
| Maximum | 124.251 |
| Range | 107.7174 |
| Interquartile range (IQR) | 24.153 |
Descriptive statistics
| Standard deviation | 18.448214 |
|---|---|
| Coefficient of variation (CV) | 0.29944955 |
| Kurtosis | 0.25491921 |
| Mean | 61.607085 |
| Median Absolute Deviation (MAD) | 12.201 |
| Skewness | 0.28409966 |
| Sum | 26675.868 |
| Variance | 340.33659 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54.033 | 7 | < 0.1% |
| 43.326 | 7 | < 0.1% |
| 57.519 | 6 | < 0.1% |
| 46.314 | 6 | < 0.1% |
| 56.274 | 5 | < 0.1% |
| 56.523 | 5 | < 0.1% |
| 61.254 | 5 | < 0.1% |
| 43.824 | 5 | < 0.1% |
| 53.286 | 5 | < 0.1% |
| 53.037 | 5 | < 0.1% |
| Other values (216) | 377 | 0.5% |
| (Missing) | 72692 |
| Value | Count | Frequency (%) |
| 16.5336 | 1 | |
| 19.0236 | 1 | |
| 20.8164 | 1 | |
| 21.0156 | 1 | |
| 22.5594 | 1 | |
| 23.2566 | 1 | |
| 23.8791 | 1 | |
| 24.7257 | 1 | |
| 25.398 | 2 | |
| 25.896 | 1 |
| Value | Count | Frequency (%) |
| 124.251 | 1 | |
| 120.516 | 1 | |
| 115.785 | 2 | |
| 114.042 | 1 | |
| 112.548 | 1 | |
| 104.082 | 1 | |
| 101.094 | 1 | |
| 100.596 | 1 | |
| 100.098 | 1 | |
| 99.102 | 1 |
Missing values
Sample
| study_source | patient_id | visit_date | year | month | season | latitude | longitude | city | age_years | sex | race | hiv_status | hiv_positive | on_art | virally_suppressed | cd4_count | viral_load | viral_load_undetectable | log10_viral_load | viral_load_wrhi003_category | hemoglobin | hematocrit | rbc_count | wbc_count | platelet_count | mcv | mch | mchc | rdw | neutrophils_pct | lymphocytes_pct | monocytes_pct | eosinophils_pct | basophils_pct | fasting_glucose | log10_fasting_glucose | total_cholesterol | hdl_cholesterol | ldl_cholesterol | triglycerides | creatinine | creatinine_clearance | bun | alt | ast | alp | total_bilirubin | albumin | total_protein | sodium | potassium | calcium | systolic_bp | diastolic_bp | heart_rate | temperature | respiratory_rate | oxygen_saturation | height_m | weight_kg | bmi | waist_circumference | temp_mean_c | temp_max_c | temp_min_c | temp_range_c | temp_lag1d | temp_lag3d | temp_lag7d | temp_lag14d | temp_lag21d | temp_lag30d | temp_variability_7d | temp_variability_30d | apparent_temp | temp_anomaly | heat_wave_day | heat_stress_category | fasting_insulin | hba1c | hs_crp | who_glycemic_status | hip_circumference | waist_hip_ratio | total_fat_mass | total_lean_mass | body_fat_percent | android_fat_percent | fat_mass_index | asmi | grip_strength | epworth_sleepiness_score | ses_score | asset_index | vitamin_d | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | JHB_ACTG_015 | 1110060 | 2005-11-03 | NaN | NaN | NaN | -26.2041 | 27.9394 | Johannesburg | NaN | Female | NaN | Positive | 1.0 | 1.0 | NaN | 36.0 | 15400.0 | 0.0 | NaN | NaN | 10.3 | 32.6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 39.0 | 55.0 | NaN | 5.0 | NaN | NaN | 137.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | JHB_ACTG_015 | 1110060 | 2005-11-03 | NaN | NaN | NaN | -26.2041 | 27.9394 | Johannesburg | NaN | Female | NaN | Positive | 1.0 | 1.0 | NaN | 35.0 | 15400.0 | 0.0 | NaN | NaN | 10.3 | 32.6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 39.0 | 55.0 | NaN | 5.0 | NaN | NaN | 137.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | JHB_ACTG_015 | 1110060 | 2005-11-11 | NaN | NaN | NaN | -26.2041 | 27.9394 | Johannesburg | NaN | Female | NaN | Positive | 1.0 | 1.0 | NaN | 36.0 | 405000.0 | 0.0 | NaN | NaN | 10.3 | 32.6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 39.0 | 55.0 | NaN | 5.0 | NaN | NaN | 137.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | JHB_ACTG_015 | 1110060 | 2005-11-11 | NaN | NaN | NaN | -26.2041 | 27.9394 | Johannesburg | NaN | Female | NaN | Positive | 1.0 | 1.0 | NaN | 35.0 | 405000.0 | 0.0 | NaN | NaN | 10.3 | 32.6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 39.0 | 55.0 | NaN | 5.0 | NaN | NaN | 137.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | JHB_ACTG_015 | 1110060 | 2005-12-08 | NaN | NaN | NaN | -26.2041 | 27.9394 | Johannesburg | NaN | Female | NaN | Positive | 1.0 | 1.0 | NaN | NaN | 1020.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| study_source | patient_id | visit_date | year | month | season | latitude | longitude | city | age_years | sex | race | hiv_status | hiv_positive | on_art | virally_suppressed | cd4_count | viral_load | viral_load_undetectable | log10_viral_load | viral_load_wrhi003_category | hemoglobin | hematocrit | rbc_count | wbc_count | platelet_count | mcv | mch | mchc | rdw | neutrophils_pct | lymphocytes_pct | monocytes_pct | eosinophils_pct | basophils_pct | fasting_glucose | log10_fasting_glucose | total_cholesterol | hdl_cholesterol | ldl_cholesterol | triglycerides | creatinine | creatinine_clearance | bun | alt | ast | alp | total_bilirubin | albumin | total_protein | sodium | potassium | calcium | systolic_bp | diastolic_bp | heart_rate | temperature | respiratory_rate | oxygen_saturation | height_m | weight_kg | bmi | waist_circumference | temp_mean_c | temp_max_c | temp_min_c | temp_range_c | temp_lag1d | temp_lag3d | temp_lag7d | temp_lag14d | temp_lag21d | temp_lag30d | temp_variability_7d | temp_variability_30d | apparent_temp | temp_anomaly | heat_wave_day | heat_stress_category | fasting_insulin | hba1c | hs_crp | who_glycemic_status | hip_circumference | waist_hip_ratio | total_fat_mass | total_lean_mass | body_fat_percent | android_fat_percent | fat_mass_index | asmi | grip_strength | epworth_sleepiness_score | ses_score | asset_index | vitamin_d | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73120 | JHB_WRHI_003 | 99 | 2017-01-05 | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 38.0 | Female | Black | Positive | 1.0 | 1.0 | NaN | NaN | 0.0 | 1.0 | NaN | NaN | 14.4 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 60.0 | 107.0 | NaN | 39.0 | 27.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 124.0 | 81.0 | 70.0 | NaN | NaN | NaN | NaN | 58.8 | 22.131055 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 73121 | JHB_WRHI_003 | 99 | 2017-03-23 | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 38.0 | Female | Black | Positive | 1.0 | 1.0 | NaN | NaN | 0.0 | 1.0 | NaN | NaN | 14.6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.10 | 1.10 | 2.95 | NaN | 64.0 | 103.0 | NaN | 33.0 | 25.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 121.0 | 80.0 | 80.0 | NaN | NaN | NaN | NaN | 58.8 | 22.131055 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 73122 | JHB_WRHI_003 | 99 | 2017-06-15 | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 38.0 | Female | Black | Positive | 1.0 | 1.0 | NaN | NaN | 0.0 | 1.0 | NaN | NaN | 15.7 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 123.0 | 82.0 | 72.0 | NaN | NaN | NaN | NaN | 58.8 | 22.131055 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 73123 | JHB_WRHI_003 | 99 | 2017-09-05 | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 38.0 | Female | Black | Positive | 1.0 | 1.0 | NaN | 766.0 | 0.0 | 1.0 | NaN | NaN | 15.2 | NaN | NaN | NaN | NaN | 91.0 | 31.8 | 34.9 | 13.4 | NaN | NaN | NaN | NaN | NaN | 4.5 | NaN | 4.85 | 1.17 | 3.36 | NaN | 62.0 | 109.0 | NaN | 42.0 | 29.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 117.0 | 88.0 | 64.0 | NaN | NaN | NaN | NaN | 58.8 | 22.131055 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 73124 | JHB_WRHI_003 | 99 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 38.0 | Female | Black | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 58.8 | 22.131055 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Duplicate rows
Most frequently occurring
| study_source | patient_id | visit_date | year | month | season | latitude | longitude | city | age_years | sex | race | hiv_status | hiv_positive | on_art | cd4_count | viral_load | viral_load_undetectable | log10_viral_load | hemoglobin | hematocrit | mcv | mch | mchc | rdw | fasting_glucose | total_cholesterol | hdl_cholesterol | ldl_cholesterol | triglycerides | creatinine | creatinine_clearance | alt | ast | total_bilirubin | albumin | sodium | potassium | systolic_bp | diastolic_bp | heart_rate | respiratory_rate | oxygen_saturation | height_m | weight_kg | bmi | waist_circumference | temp_mean_c | temp_max_c | temp_min_c | temp_range_c | temp_lag1d | temp_lag3d | temp_lag7d | temp_lag14d | temp_lag21d | temp_lag30d | temp_variability_7d | temp_variability_30d | apparent_temp | temp_anomaly | heat_wave_day | heat_stress_category | fasting_insulin | hba1c | hs_crp | who_glycemic_status | hip_circumference | waist_hip_ratio | total_fat_mass | total_lean_mass | body_fat_percent | android_fat_percent | fat_mass_index | asmi | grip_strength | epworth_sleepiness_score | ses_score | asset_index | vitamin_d | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 813 | JHB_WRHI_001 | 20380 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 34.0 | Male | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 12 |
| 681 | JHB_WRHI_001 | 20236 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 25.0 | Female | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 11 |
| 577 | JHB_WRHI_001 | 20136 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 33.0 | Male | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10 |
| 707 | JHB_WRHI_001 | 20265 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 41.0 | Male | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10 |
| 745 | JHB_WRHI_001 | 20317 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 40.0 | Male | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10 |
| 806 | JHB_WRHI_001 | 20374 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 24.0 | Female | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10 |
| 845 | JHB_WRHI_001 | 20413 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 19.0 | Female | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10 |
| 850 | JHB_WRHI_001 | 20418 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 43.0 | Male | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 10 |
| 579 | JHB_WRHI_001 | 20138 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 33.0 | Female | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9 |
| 624 | JHB_WRHI_001 | 20177 | NaN | NaN | NaN | NaN | -26.2041 | 28.0473 | Johannesburg | 20.0 | Female | African Heritage | Positive | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9 |